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EcoFi: The Future of DeFi
The cryptocurrency markets are evolving and changing at an alarming rate. New projects are created on a daily basis in support of change from the old monetary system we have all come to know and hate. Immutable code, applications, decentralized governance entities and exchanges are bringing out the best of blockchain, but sometimes these projects start off with a loud eruption of activity and volume only to fade slowly when development ends or hits a standstill, or even when a clone with more innovation becomes more popular. This is a common problem in the cryptocurrency space that has effectively created and then terminated thousands of legitimate projects and ideas looking to make a difference in this new uncharted world of cryptocurrency. Innovation always catches up, this time in the form of EcoFi. https://preview.redd.it/db42m7kcisu51.png?width=6510&format=png&auto=webp&s=f375bdf204479b7c869ecd9349f5071b068c2552 EcoFi bills itself as "an open-sourced, permission-less and censorship-resistant protocol built to power safe and responsible innovation in the Decentralized Finance space." EcoFi is focusing on putting an end to the vicious cycle or life and death of new projects by rewarding the communities strength and adoption. It plans on accomplishing this by creating a unique marketplace that builds on the principles of DeFi token pairs and an exclusive marketplace that is housed on the EcoFi website. https://preview.redd.it/q11uhakbisu51.png?width=4234&format=png&auto=webp&s=ee7ced8f4201323e19f51fa97f17c7d315ebc9d1 The EcoFi economy will consist of 3 tokens: ECO, EcoFi Genesis Token (EGT), and Sprout (SPRT) to bring about an active and innovative marketplace. ECOhas a total supply of 10,000,000 tokens and this supply is capped. ECO is earned during limiting periods which will allow you to farm it. ECO presents an opportunity to pair it with other tokens to create new and diverse liquidity pools. Staking Liquidity tokens via the EcoFi website, users can earn SPRT tokens as rewards. These tokens can also be purchased on Uniswap. ECO's other utility will include using it to obtain unique farm-able NFT's along with curation of NFT's along with other algorithmic-ally backed assets. EcoFi Genesis Token (EGT) will act as the governance token for the EcoFi ecosystem. It will allow holders to vote and help decide on future development, integration, and decision making in regards to the future of the ecosystem. EGT will also be utilized as a tool to receive airdropped ECO. The DAO Governance platform will be released at a later date. Early adopters and utilizers of the EcoFi economy will be rewarded in both EGT and ECO for helping share the EcoFi vision and helping build its community. Sprout (SPRT) is the token that is rewarded for staking your ECO. As your yield begins to sprout up from staking, you will be eligible to earn highly unique NFT's not available for purchase. These NFT's will vary in scope, but will include connections to real world assets and even rare easter-egg NFT's. The EcoFi tokens will be distributed as described below: - 50% will be given away for public contributions - 10% will be set aside for use as Eco Genesis Tokens - 20% will be utilized for airdrops and farming - 15% will be used for the Ecosystem and marketing - 5% will be sent to the core development team https://preview.redd.it/x6n4ywi9isu51.jpg?width=852&format=pjpg&auto=webp&s=af563b39b1063792f933d933e0af6e9c16d13b64 It is important to note that from 10/23/20 to 11/3 is the EGT airdrop period. During this period, users will be airdropped 1 ECO for every 100 EGT owned. The public contribution period will also last during the same time period and it will include an ECO member sale of 5,000,000 ECO. After the DAO is live, you will be able to use your EGT to vote. https://preview.redd.it/5fftge78isu51.jpg?width=924&format=pjpg&auto=webp&s=9469ad55f3a4727d2a018fd5e0f75b27fe676d1a The team behind EcoFi includes a diverse group of developers, artists, traders, and investors that have been a part of the Forex and Cryptocurrency landscape since 2014 with a focus on Ethereum's blockchain and environment. The team has top level Ethereum development skills which will allow for a productive and smooth launch. https://preview.redd.it/f0h6zik5isu51.jpg?width=931&format=pjpg&auto=webp&s=8eca52db558901fdd20037a54f4af4885a437996 Creating a sustainable and active Cryptocurrency ecosystem is difficult over time. Providing a solution via community building/tokenomical development via a decentralized self governance reward system can be the answer to the well known project burnout problem. Unique tokenomics are a very big draw for EcoFi. Adding in unique NFT’s while also planning for the implementation of real world NFT use is not only innovative but setting EcoFi up for a strong competitive build which could potentially pave the way for further NFT usecase. Following the EcoFi community and contributing may turn into one of DeFi’s biggest game-changers. Pertinent EcoFi Links: - Litepaper:https://ecofi.io/ECOFI\_LITEPAPER.pdf - Contact:[email protected] - Medium:https://medium.com/@EcoFinance/ecofi-eclisping-the-possibilites-of-defi-64b7dcf23fc1 - Website:https://ecofi.io/ - Twitter:https://twitter.com/finance\_eco - YouTube:https://youtube.com/channel/UCn\_pnNgrKWTsLSP5Jhi7MaQ - Telegram:https://t.me/EcoFiOfficial - Airdrop:https://t.me/ecofi\_airdrop\_bot (I write articles and reviews for legitimate, interesting, up and coming cryptocurrency projects. Feel free to PM me to review your project. Thank you!) ------------------- Disclaimer: This is not financial advice. The sole purpose of this post/article is to provide and create an informative and educated discussion regarding the project in question. Invest at your own risk.
The cryptocurrency markets are evolving and changing at an alarming rate. New projects are created on a daily basis in support of change from the old monetary system we have all come to know and hate. Immutable code, applications, decentralized governance entities and exchanges are bringing out the best of blockchain, but sometimes these projects start off with a loud eruption of activity and volume only to fade slowly when development ends or hits a standstill, or even when a clone with more innovation becomes more popular. This is a common problem in the cryptocurrency space that has effectively created and then terminated thousands of legitimate projects and ideas looking to make a difference in this new uncharted world of cryptocurrency. Innovation always catches up, this time in the form of EcoFi. EcoFi bills itself as "an open-sourced, permission-less and censorship-resistant protocol built to power safe and responsible innovation in the Decentralized Finance space." EcoFi is focusing on putting an end to the vicious cycle or life and death of new projects by rewarding the communities strength and adoption. It plans on accomplishing this by creating a unique marketplace that builds on the principles of DeFi token pairs and an exclusive marketplace that is housed on the EcoFi website. The EcoFi economy will consist of 3 tokens: ECO, EcoFi Genesis Token (EGT), and Sprout (SPRT) to bring about an active and innovative marketplace. ECOhas a total supply of 10,000,000 tokens and this supply is capped. ECO is earned during limiting periods which will allow you to farm it. ECO presents an opportunity to pair it with other tokens to create new and diverse liquidity pools. Staking Liquidity tokens via the EcoFi website, users can earn SPRT tokens as rewards. These tokens can also be purchased on Uniswap. ***ECO'***s other utility will include using it to obtain unique farm-able NFT's along with curation of NFT's along with other algorithmic-ally backed assets. EcoFi Genesis Token (EGT) will act as the governance token for the EcoFi ecosystem. It will allow holders to vote and help decide on future development, integration, and decision making in regards to the future of the ecosystem. EGT will also be utilized as a tool to receive airdropped ECO. The DAO Governance platform will be released at a later date. Early adopters and utilizers of the EcoFi economy will be rewarded in both EGT and ECO for helping share the EcoFi vision and helping build its community. Sprout (SPRT) is the token that is rewarded for staking your ECO. As your yield begins to sprout up from staking, you will be eligible to earn highly unique NFT's not available for purchase. These NFT's will vary in scope, but will include connections to real world assets and even rare easter-egg NFT's. The EcoFi tokens will be distributed as described below: - 50% will be given away for public contributions - 10% will be set aside for use as Eco Genesis Tokens - 20% will be utilized for airdrops and farming - 15% will be used for the Ecosystem and marketing - 5% will be sent to the core development team It is important to note that from 10/23/20 to 11/3 is the EGT airdrop period. During this period, users will be airdropped 1 ECO for every 100 EGT owned. The public contribution period will also last during the same time period and it will include an ECO member sale of 5,000,000 ECO. After the DAO is live, you will be able to use your EGT to vote. The team behind EcoFi includes a diverse group of developers, artists, traders, and investors that have been a part of the Forex and Cryptocurrency landscape since 2014 with a focus on Ethereum's blockchain and environment. The team has top level Ethereum development skills which will allow for a productive and smooth launch. Creating a sustainable and active Cryptocurrency ecosystem is difficult over time. Providing a solution via community building/tokenomical development via a decentralized self governance reward system can be the answer to the well known project burnout problem. Unique tokenomics are a very big draw for EcoFi. Adding in unique NFT’s while also planning for the implementation of real world NFT use is not only innovative but setting EcoFi up for a strong competitive build which could potentially pave the way for further NFT usecase. Following the EcoFi community and contributing may turn into one of DeFi’s biggest game-changers. Pertinent EcoFi Links: - Litepaper:https://ecofi.io/ECOFI\_LITEPAPER.pdf - Contact:[email protected] - Medium:https://medium.com/@EcoFinance/ecofi-eclisping-the-possibilites-of-defi-64b7dcf23fc1 - Website:https://ecofi.io/ - Twitter:https://twitter.com/finance\_eco - YouTube:https://youtube.com/channel/UCn\_pnNgrKWTsLSP5Jhi7MaQ - Telegram:https://t.me/EcoFiOfficial - Airdrop:https://t.me/ecofi\_airdrop\_bot (I write articles and reviews for legitimate, interesting, up and coming cryptocurrency projects. Feel free to PM me to review your project. Thank you!) ------------------- Disclaimer: This is not financial advice. The sole purpose of this post/article is to provide and create an informative and educated discussion regarding the project in question. Invest at your own risk.
Forex and stock trading automation what do you think?
Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
The cryptocurrency markets are evolving and changing at an alarming rate. New projects are created on a daily basis in support of change from the old monetary system we have all come to know and hate. Immutable code, applications, decentralized governance entities and exchanges are bringing out the best of blockchain, but sometimes these projects start off with a loud eruption of activity and volume only to fade slowly when development ends or hits a standstill, or even when a clone with more innovation becomes more popular. This is a common problem in the cryptocurrency space that has effectively created and then terminated thousands of legitimate projects and ideas looking to make a difference in this new uncharted world of cryptocurrency. Innovation always catches up, this time in the form of EcoFi. https://preview.redd.it/b6mapsxtjsu51.png?width=6510&format=png&auto=webp&s=89d799c00c9743fe07298d65fac88f6cf5adf998 EcoFi bills itself as "an open-sourced, permission-less and censorship-resistant protocol built to power safe and responsible innovation in the Decentralized Finance space." EcoFi is focusing on putting an end to the vicious cycle or life and death of new projects by rewarding the communities strength and adoption. It plans on accomplishing this by creating a unique marketplace that builds on the principles of DeFi token pairs and an exclusive marketplace that is housed on the EcoFi website. https://preview.redd.it/akrsqrbujsu51.png?width=4234&format=png&auto=webp&s=8504d94735788ee75fbea54417450c6fdc3ccffb The EcoFi economy will consist of 3 tokens: ECO, EcoFi Genesis Token (EGT), and Sprout (SPRT) to bring about an active and innovative marketplace. ECOhas a total supply of 10,000,000 tokens and this supply is capped. ECO is earned during limiting periods which will allow you to farm it. ECO presents an opportunity to pair it with other tokens to create new and diverse liquidity pools. Staking Liquidity tokens via the EcoFi website, users can earn SPRT tokens as rewards. These tokens can also be purchased on Uniswap. ***ECO'***s other utility will include using it to obtain unique farm-able NFT's along with curation of NFT's along with other algorithmic-ally backed assets. EcoFi Genesis Token (EGT) will act as the governance token for the EcoFi ecosystem. It will allow holders to vote and help decide on future development, integration, and decision making in regards to the future of the ecosystem. EGT will also be utilized as a tool to receive airdropped ECO. The DAO Governance platform will be released at a later date. Early adopters and utilizers of the EcoFi economy will be rewarded in both EGT and ECO for helping share the EcoFi vision and helping build its community. Sprout (SPRT) is the token that is rewarded for staking your ECO. As your yield begins to sprout up from staking, you will be eligible to earn highly unique NFT's not available for purchase. These NFT's will vary in scope, but will include connections to real world assets and even rare easter-egg NFT's. The EcoFi tokens will be distributed as described below: - 50% will be given away for public contributions - 10% will be set aside for use as Eco Genesis Tokens - 20% will be utilized for airdrops and farming - 15% will be used for the Ecosystem and marketing - 5% will be sent to the core development team https://preview.redd.it/h8l14ihwjsu51.jpg?width=852&format=pjpg&auto=webp&s=ef240f6bbee08301b52ea971a3e97a475cb656b6 It is important to note that from 10/23/20 to 11/3 is the EGT airdrop period. During this period, users will be airdropped 1 ECO for every 100 EGT owned. The public contribution period will also last during the same time period and it will include an ECO member sale of 5,000,000 ECO. After the DAO is live, you will be able to use your EGT to vote. https://preview.redd.it/0145p4xvjsu51.jpg?width=924&format=pjpg&auto=webp&s=a3996925f2de9dbdd2297c5d5e3824756cb87df1 The team behind EcoFi includes a diverse group of developers, artists, traders, and investors that have been a part of the Forex and Cryptocurrency landscape since 2014 with a focus on Ethereum's blockchain and environment. The team has top level Ethereum development skills which will allow for a productive and smooth launch. https://preview.redd.it/d7dc6v8vjsu51.jpg?width=931&format=pjpg&auto=webp&s=11263b95088bb77fbcecd88f96a1b414aaaf9281 Creating a sustainable and active Cryptocurrency ecosystem is difficult over time. Providing a solution via community building/tokenomical development via a decentralized self governance reward system can be the answer to the well known project burnout problem. Unique tokenomics are a very big draw for EcoFi. Adding in unique NFT’s while also planning for the implementation of real world NFT use is not only innovative but setting EcoFi up for a strong competitive build which could potentially pave the way for further NFT usecase. Following the EcoFi community and contributing may turn into one of DeFi’s biggest game-changers. Pertinent EcoFi Links: - Litepaper:https://ecofi.io/ECOFI\_LITEPAPER.pdf - Contact:[email protected] - Medium:https://medium.com/@EcoFinance/ecofi-eclisping-the-possibilites-of-defi-64b7dcf23fc1 - Website:https://ecofi.io/ - Twitter:https://twitter.com/finance\_eco - YouTube:https://youtube.com/channel/UCn\_pnNgrKWTsLSP5Jhi7MaQ - Telegram:https://t.me/EcoFiOfficial - Airdrop:https://t.me/ecofi\_airdrop\_bot (I write articles and reviews for legitimate, interesting, up and coming cryptocurrency projects. Feel free to PM me to review your project. Thank you!) ------------------- Disclaimer: This is not financial advice. The sole purpose of this post/article is to provide and create an informative and educated discussion regarding the project in question. Invest at your own risk.
The cryptocurrency markets are evolving and changing at an alarming rate. New projects are created on a daily basis in support of change from the old monetary system we have all come to know and hate. Immutable code, applications, decentralized governance entities and exchanges are bringing out the best of blockchain, but sometimes these projects start off with a loud eruption of activity and volume only to fade slowly when development ends or hits a standstill, or even when a clone with more innovation becomes more popular. This is a common problem in the cryptocurrency space that has effectively created and then terminated thousands of legitimate projects and ideas looking to make a difference in this new uncharted world of cryptocurrency. Innovation always catches up, this time in the form of EcoFi. https://preview.redd.it/up8ewyohjsu51.png?width=6510&format=png&auto=webp&s=efc46fa2b0c10c0fccb7170a259a9ee8e05d54c6 EcoFi bills itself as "an open-sourced, permission-less and censorship-resistant protocol built to power safe and responsible innovation in the Decentralized Finance space." EcoFi is focusing on putting an end to the vicious cycle or life and death of new projects by rewarding the communities strength and adoption. It plans on accomplishing this by creating a unique marketplace that builds on the principles of DeFi token pairs and an exclusive marketplace that is housed on the EcoFi website. https://preview.redd.it/kgw77eeijsu51.png?width=4234&format=png&auto=webp&s=ec77c446521a420f76f17070f665e3e7efc1d36f The EcoFi economy will consist of 3 tokens: ECO, EcoFi Genesis Token (EGT), and Sprout (SPRT) to bring about an active and innovative marketplace. ECOhas a total supply of 10,000,000 tokens and this supply is capped. ECO is earned during limiting periods which will allow you to farm it. ECO presents an opportunity to pair it with other tokens to create new and diverse liquidity pools. Staking Liquidity tokens via the EcoFi website, users can earn SPRT tokens as rewards. These tokens can also be purchased on Uniswap. ***ECO'***s other utility will include using it to obtain unique farm-able NFT's along with curation of NFT's along with other algorithmic-ally backed assets. EcoFi Genesis Token (EGT) will act as the governance token for the EcoFi ecosystem. It will allow holders to vote and help decide on future development, integration, and decision making in regards to the future of the ecosystem. EGT will also be utilized as a tool to receive airdropped ECO. The DAO Governance platform will be released at a later date. Early adopters and utilizers of the EcoFi economy will be rewarded in both EGT and ECO for helping share the EcoFi vision and helping build its community. Sprout (SPRT) is the token that is rewarded for staking your ECO. As your yield begins to sprout up from staking, you will be eligible to earn highly unique NFT's not available for purchase. These NFT's will vary in scope, but will include connections to real world assets and even rare easter-egg NFT's. The EcoFi tokens will be distributed as described below: - 50% will be given away for public contributions - 10% will be set aside for use as Eco Genesis Tokens - 20% will be utilized for airdrops and farming - 15% will be used for the Ecosystem and marketing - 5% will be sent to the core development team https://preview.redd.it/2g7xy9ahjsu51.jpg?width=852&format=pjpg&auto=webp&s=3674d9b107ad96bea6ea210df9cd1a2d1ab98480 It is important to note that from 10/23/20 to 11/3 is the EGT airdrop period. During this period, users will be airdropped 1 ECO for every 100 EGT owned. The public contribution period will also last during the same time period and it will include an ECO member sale of 5,000,000 ECO. After the DAO is live, you will be able to use your EGT to vote. https://preview.redd.it/kacfw6xfjsu51.jpg?width=924&format=pjpg&auto=webp&s=e02568faa9eb098f6b959654830a0541cb90bdc6 The team behind EcoFi includes a diverse group of developers, artists, traders, and investors that have been a part of the Forex and Cryptocurrency landscape since 2014 with a focus on Ethereum's blockchain and environment. The team has top level Ethereum development skills which will allow for a productive and smooth launch. https://preview.redd.it/jhldatdejsu51.jpg?width=931&format=pjpg&auto=webp&s=7ce799eef6ad43e341aa75598f0eb014310c0f22 Creating a sustainable and active Cryptocurrency ecosystem is difficult over time. Providing a solution via community building/tokenomical development via a decentralized self governance reward system can be the answer to the well known project burnout problem. Unique tokenomics are a very big draw for EcoFi. Adding in unique NFT’s while also planning for the implementation of real world NFT use is not only innovative but setting EcoFi up for a strong competitive build which could potentially pave the way for further NFT usecase. Following the EcoFi community and contributing may turn into one of DeFi’s biggest game-changers. Pertinent EcoFi Links: - Litepaper:https://ecofi.io/ECOFI\_LITEPAPER.pdf - Contact:[email protected] - Medium:https://medium.com/@EcoFinance/ecofi-eclisping-the-possibilites-of-defi-64b7dcf23fc1 - Website:https://ecofi.io/ - Twitter:https://twitter.com/finance\_eco - YouTube:https://youtube.com/channel/UCn\_pnNgrKWTsLSP5Jhi7MaQ - Telegram:https://t.me/EcoFiOfficial - Airdrop:https://t.me/ecofi\_airdrop\_bot (I write articles and reviews for legitimate, interesting, up and coming cryptocurrency projects. Feel free to PM me to review your project. Thank you!) ------------------- Disclaimer: This is not financial advice. The sole purpose of this post/article is to provide and create an informative and educated discussion regarding the project in question. Invest at your own risk.
KFC6855/环球潮鞋: The Secrets of Replica Sneaker Selling
Following a post from u/donjonne about a HUGE Weibo story on how to actually start your own 1:1 repsneaker empire, I figured as a native Mandarin speaker I gave it a shot and translated the entire article, since I myself am pretty damn intrigued what the guy's speaking.Do note this article is written in March 2017, lots of stuff may have been outdated, and I translated word-for-word with some pruned paragraphs that seems like the fella repeating himself. I absolutely hate the weird flowery prose Mandarin always carry when I work on translations, so apologies if the in-jokes or general writing gets a bit dry. This is my personal tl;dr without the author's boastful claims, so if you're short on time, here's the quick rundown.
How do replica sneakers get sold?
Taobao: Long history with the reputation for being the single biggest online BST hub, with Tmall and Xianyu Second-hands integrated. Lots of fake reviews and seller reputation ratings. The rep game there got outta hand, CEO of Alibaba stepped in and cleaned house, thus everyone moved to... WeChat: Lots more convoluted, no proper tracking and confirmation like a real shopping app and build quality can vary greatly between sneaker models from the same seller. But through word-of-mouth, standout resellers get recommended more organically, of course you need connections to start with. Agents: Your best friend if you're overseas, usually ran by freelancers merely collecting orders, reporting back to resellers and have them directly ship your kicks to your doorstep. Agents can be a single person, or a huge operation i.e. Wegobuy and Ytaopal.
How's the quality tho?
Depends. Some will try to bait-and-switch, some will bond genuine friendships for simply being a return customer. Factories often cut corners to save some dough and end up with a worse rep, so like the purpose of this sub, dig into forums and guide yourself to trustworthy sellers. Author also goes on a tangent and revealed the numbers and figures of selling reps, along with the sheer gold rush he's in now. Read below for more info.
Anything of note?
We're getting ripped off. Real hard, if you're a Mainlander chances are you're being sold 1/3 of the prices we see here. Part of the reason is that the multi-level reselling jacks up the price a lot, so unless you're buying in bulk for the purpose of selling them, good luck finding GET-passable OW AJ1's for less than $70. If you get caught selling, it's fines upwards of ¥50,000 and your license revoked, but nothing too serious beyond that. Author promised more novel shoes get made in the future, like Uggs and non-hypebeast dress shoes or sumthin. With that outta the way, here's the translation for the whole article, hope you'll learn something for it and if there's any mistakes, feel free to point it out in DMs or just in the comments. EDIT 17/05/2020: punctuation mistakes and missing formatting, also thanks for the kind words repfam _______________
GOD'S HAND: The Secrets of Replica Sneaker Selling
Having been in the rep game for around 4 to 5 years, it all started out of sheer curiosity. I spent ¥1099 for Air Force 1's some celebrity wore, only to had my buddy show up on me with a fake pair of the same sneaker only costs ¥300. Not everyone is some rich parents' spoiled brat where a pair of shoes costing a couple grand is considered pocket change, yet everyone has that sense of envy, the need to follow the hype to really stand out from the crowd, so do I honestly. But then again you'd only wear that pair of grails for only a good couple months and it'll be out of the wave, why not I find myself a more wallet-friendly way to do so? Ever since dipping my toe into the replica community, I'm making connections, meeting new friends and getting scammed in every step I make, keeping contacts of my favorite sellers (looking back yeah they're not the best and cheapest isn't it huh). I'm deep in the rabbit hole now, buying so many pairs I'm starting to be able to tell batches at a glance, and where to hunt down that very best batch at the cheapest price. At this point it's natural that I'm thinking of selling these reps and becoming a middleman with the best of the batches under one roof (which is what's following below). Anyone who has dealt with middlemen know that actually tracking down the direct factory outlets are nigh impossible, and the multiple stages of middlemen-ception where bigger but more discreet resellers selling to more minor, smaller middlemen can only make one dream of the sheer profit you can make for being on the very top of the pyramid, that idea has only been a mere blip in my mind. There was once in a bar my fam hollered at me with "Yo you remember that John Doe went to Putian for two years? Dude gave up college and has been filthy stinkin' rich by now!" I was like bah it'll never work out for me, but with the summer break I'd worth giving it a shot and have John Doe on the line. And boy howdy, ain't he wildin' right now with his business. Some say every Nike you see there's 1/3 chance it's straight outta Putian, some say Nike's LC works by handling a pair of dumb shoes to an uninformed factory worker and have him say "fuck kinda shoes are these, looks cool I guess so it's legit?" The only way is to really tear down the whole sneaker and see the markings in UV, and once we're on the point where we can fake inside tags and its barcodes, ask yourself can call out fakes on feet? A promotion for \"discount\" NB's on Weibo Ever seen promos like these? It's what I saw on Weibo today, and you've seen one like it yourself did you? They all look good on the images and you'd be right that they're photos of the real deal, just that of course the shoes you actually get were reps, and for each pair profits are never above ¥100; I sell ya an NB for ¥165, I'd only make ¥50.
REPLICA SNEAKERS: HOW DO THEY GET SOLD?
TAOBAO Taobao has always been the single biggest hub for BST. Run by the faceless middlemen, sold by the page visits, and reviewed by the bots. And stores with inflated trust scores were used as a front, once costing hundreds of yuan to buy now go for the tens of thousands. As Taobao is taking action to curb counterfeits to make way for legitimate resellers, these fronts are getting more expensive by the day, since then people took it to WeChat later on. Ask anyone who ran a Taobao store, and they'd tell you "you'll never make a cent unless you're selling fakes". A pair of (fake) shoes take some ¥100 to make, and can be sold as a legit like the thousands of yuan you see on their listings, you'd get away with dozens of fakes sold this way, where you can properly guage and adjust said price to match your profit margins. Once the rep game got popular and the snowball kept rolling, the problem got too big for Ma Yun to not ignore it and he went full banhammer on every rep seller. With every media outlet roasting Taobao's ass, everyone wises up to the knowledge that almost every sneaker you see could be fakes. The stigma lived on, and no one would touch any store where its place of origin writes "Putian". When life gives you lemons, you make a whole damn lemonade stand and just circumvent the whole damn thing by appearing that you're not from Putian. Problem solved. As you check your shipping details, it always seems to travel from Shangai, Shenzen, Quanzhou or even goddamn Xiamen of all places, even overseas. Proxy services are very popular due to China's stringent laws When sneakers are labeled as being shipped from Hong Kong, of course the sellers gonna say "it's from Hong Kong" but in fact it's shipping from Shenzhen, and the seller's excuse is that the sneakers are going through HK's borders from Shenzen then to the buyer's location. Even if you bought fakes in Tmall however, it won't be as bad as the ones sold as legit retails in Taobao. There's just too many of these rip-offs anyway! Had a reseller came to me to buy 10 pairs of sneakers, I make ¥10 each pair, but he sold it as retails and went on to make ¥500 each. Of course I'd panicked a jacked a prices a bit so I could have my own slice of extra profit to ¥20 each pair, said the factories jacked the prices themselves as an excuse. Hoe's mad I guess WECHAT While profit margins are no higher than Taobao, they still range around a dozen yuan on bulk. For all the actual friends I have in WeChat, I'd never believe them not having owned a replica sneaker in their whole life, blah blah blah "factory direct", "wholesale prices" my ass, who really can head to the factories and buy direct these days? Rep resellers buying bulk from those factories are truly the "direct from factory" purchases. Resellers then selling the reps to middlemen and agents, that's another step. Said middlemen then resell these reps to quote-on-quote "middlemen". (NB: may have been the very resellers we see on the sub) And it goes on and on and then, to you, the customer.The so-called A-grade reps you see on WC, let's say we buy it from the factory at ¥200 (for example, the real deal won't be this cheap) and sell to the end-user for ¥400~¥500, it does in fact look decent. Heck, retails may get "called out" in forums and reps may sneak under the radar. Chat and forum opinions aren't good indicatiors for a rep's actual quality. Thus you may wonder why buy retails at this point? No one would really hit the New Balance outlets at their local Wanda mall and ask the teeny-bop promoter lady if their kicks are legit anyway, so wouldn't this been the dream job you've wanted, right? SMALL-TIME AGENTS These sort of agents are mostly handling orders from overseas to cater the westerners, mainly Russian, SE-Asian, North/South American countries etc., and will never be some solo project as they always come in groups of a few dozen staff members. These agent groups can also hire decently well-spoken college students to help converse customers in English and pay them good pocket change, which is eerily similar to how Forex scams work before, but this time they're doing legit businesses for a change. Sort of. FREELANCE AGENTS The most common agent you may come across can be your close friends, they get instant payouts for attracting their local classmates to collect orders for reps, and this wannabe hustler reports them back to the resellers to ship to school dorms directly.
REPLICA BUILD AND QUALITY
Replicas reach far, far and wide. You could see your neighborhood cleaner aunt wearing 990v4s, motorbike taxi riders wearing Duck Camo AM90's, your kind old uncle next door exercising in Flyknit Racers and so on. NB, Nike, Converse, Ascis, Kappa; any brand you wanted they got it. ¥100 to ¥500 is what the factories charge, but after it hits resellers with a ¥200 hike, the illusion what seems to be a shoe that'll last breaks down as it wears out after a few wears. Bad stitching? Poorly-tumbled faux-leather? Off-moulded shape? I'd believe you but you sure you can tell if the EVA is fake by just looking on it? Is the gluing pattern underneath it visible even? A good deal of local boutiques sell ¥120 replicas at official retail prices like ¥599, a good ¥400 profit. Putian factories are split into "heavy" and "light" industries. The heavy industries builds the sneaker as a whole from scratch, while the light industries were like CKD vehicles, where parts are purchased and assembled together instead. and quality of each part of the sneaker depends among factories. Lots of them try to cut corners to save every extra cent, which explains the decreasing quality of recent sneakers you see now. Larger factories has always been delivering consistently decent sneakers, as customers who contacted them are much picker and won't slash prices along with quality out of the blue. The stitching (and Nike Air units/Boost soles even!) is close enough to pass off as retails. Some of the more badass factories can make a batch of 100 brand new replicas for you, just hand in a donor retail pair and they'll get to work.The old dogs in Putian has been around for ages, runs most of the resellers you know and love. They buy reps from the factory direct at ¥140, sell to resellers at ¥160 and have the resellers push ¥180, at these prices the shoes are just not enough to satisfy demand. I've gave it an estimate if the factory got his order to 30 dozen pairs of reps, with each pair a ¥20 profit, we're looking at ¥7,000 a day or ¥20,000 a month in gross profit. Of course, the Sales and Commerce Assoc. will still take a heavy hand on counterfeit sneakers till today, basically a few sellers every month get caught in the counterfeit business. The offenders walk into the office, sit down, had "the talk" yet again and pay a good ¥30k~¥50k fine and had their licenses taken away, for just awhile. Factories themselves get raided very seldom, maybe a every 6 months only a single factory gets caught per year. Putian has become the leading worldwide repsneaker operation for the entire world, and outputs around 50% the actual worldwide sneaker market, an estimated ¥20bn yearly. The Nikes and Adidases you wear now has an "OEM" for that. You may have bought a brand sneaker [in China], but it may very well be a fake regardless, to be fair the quality itself is indistinguishable anyway.
REPSNEAKER GRADES
1) The Standard Putian's cheapest offering, pretty much trash tier and a certain Taobao sells them the most often :^) 2) The GET Batch A huge improvement from the Standards, and the so-called 1:1 batch from the mouths of others. It's really not, some of the materials itself is not as fine or accurate as the real deal. Tmall often sells these batches, but often get sold as retails. 3) The 1:1 The absolute tip of the high-end replicas. Take it to HuPu.com and only the eagle-eyed few would call you out. Not everyone can get their hands on them, regardless of price. [eg: similar situation to UABat's Union AJ1's] 4) The Retail Nuff said, just retails. (But really, reps cost just 1/5 of the retail price, why bother lol?) A snapshot of KFC6855's wares
HOW TO TELL FAKES
[The author essentially details how to LC NB998's, so this is best skipped as it adds nothing to the article other than repeating the author's point over and over.]
THE REPSNEAKER FUTURE
If you ever think replica sneakers will only remain within the hypebeast sporty trainer radar, oh you'd be surprised. The replica factories are on full steam, churning out Dr. Martens, UGGS, Tod's and a lot more to come. If you're interested, my WeChat: KFC6855 has them on sale right now, guaranteed to keep ya comfy this winter. With all that said, I hope you learnt something from this, and now that you know if you really wanted a retail pair to sleep well at night, just don't get 'em in online stores. There's no glitz and glamor selling counterfeit sneakers, it's just business after all. If you know, you know.
[META] Recent scam/spam trends.. Or, a peak inside what it's like to moderate /r/forex
After a few...especially trying...interactions with unhappy ban recipients today, I thought it would be fun to share a little info on what moderators do to keep this place clean. :) The forex industry is full of shady characters. Any industry sitting on the intersection of financial independence, work, and money, is bound to attract them. There are many reasons for this; the lower barrier to entry compared to other markets, the lack of public knowledge on the subject, and greedy human nature to name a few. Moderating a subreddit dedicated to forex (or anything trading realted for that matter,) presents extra challenges beyond your regular sub. Marketers and scammers are super motivated, and MLM / referral marketing is extremely popular right now, which can turn everyday regular users into sources of spam. How we currently tackle this problem involves technology (scripts, bots, and automod,) a mod review workflow, and some smart sleuthing when needed. The mod team and our scripts aren't perfect though... but the few false positives we get are a very, very small fraction of all mod actions taken (~1%.) Unfortunately, that means some otherwise sincere members get handled roughly, and that can really suck.. I wish there was a better way, but the alternative is this place becomes a wild west and starts looking like your gmail spam folder. That said, here's my personal stats for JUST the last 24 hours:
Bans: 14[edit:16 nowbefore day's end, two more responding to a 'where can I learn how to trade' post.]
All mod actions (including bans, post and comment removal, etc..): 63
Ban appeals: 2
And I'm just one of the mods. . . So what scammer and marketing trends are we seeing lately?
Content marketing - Infographics with instagram handles watermarked in them, or a blog-like post with a embedded links to their own site.
Personal/direct selling - trying to move the conversation out of public view, usually by taking things to DM, or promoting a 3rd party chatroom where the rules here no longer apply.
Shills - Fake accounts used to boost the credit of another user, or service. It's no coincidence that a user asking about 'ULRA PRO SIGNALZ' will quickly have 5+ replies by low karma, new users, saying how great the service is. [edit:here's an example I just caught..]
Fake P/L Porn - We see this quite often. It's easy to fake MT4 account statements and MT4 Mobile screenshots, and new users can't tell the difference so these posts will get a lot of undeserved attention. When people ask how OP made such mad cash, a sales pitch is usually coming right up.
Honestly, it can be really frustrating at times.. luckily the scripts we have in place make weeding out ~80% of these jokers quite easy and quick. Heck, we had one scammer who blew through 12+ accounts over the last few days trying to scam people but none of their posts ever saw the light of day thanks to the spam triggers I've written. What motivates the mod team to keep this place clean? That's an easy answer: The majority of users here are new to trading. Making sure they aren't food for the wolves is important. But even with all the measures we take, some bad actors still get through. So here's where you can help: Use the report button! Anytime you see something that you think fits the descriptions listed above, or violates our sidebar rules, just report it. Even if you're not 100% sure, don't be afraid to use the report tool.. The worst thing that can happen is the mod team reviews and approves it, but the best outcome is you directly help keep this place clean and humming! :) And the mod team is always looking to improve where it can: I've already talked about what we do to scrub away bad actors, but one place we could do better is education. The plan is to rewrite a good portion of the wiki to include the following sections:
Spotting scams and scammers
How to properly compare brokers and regulatory bodies
The real reason why your old high school friend wants you to sign up to IML, and 10 ways to politely tell him to pound sand
No, that hot instagram model won't sleep with you if you buy her online course
Why all signal services are trash and can die in a fire
(Titles above are a work in progress ;P) Are you a good writer and want to help out with this? Think you can write up a killer wiki article on spotting scam artists? Message the mods and let us know! Finally, a reminder, we are still interested in taking on more moderators and will be revisiting that very shortly. If you'd be interested, read through this post and reply accordingly: https://www.reddit.com/Forex/comments/h7ok6k/seeking_more_mods_recruitment_thread/
China moves to curb yuan strength, making it cheaper to bet against the currency
This is the best tl;dr I could make, original reduced by 67%. (I'm a bot)
Over the weekend, the People's Bank of China cut the forex risk reserve ratio for forward contracts - from 20% to zero, according to a central bank statement. Banks used to hold 20% of sales for some currency forward contracts, which essentially lock in the exchange rate for the sale of a currency on a future date. The central bank move appeared to be aimed at stabilizing the Chinese currency, also referred to as the renminbi. Last Friday, the currency rallied around 1.4%. "In the next step, the will continue to maintain the flexibility of the RMB exchange rate and stabilize market expectations, so as to keep the RMB exchange rate basically stable at an adaptive and equilibrium level," said the statement on the PBOC website. While the U.S. Federal Reserve has cut rates and indicated they will stay near zero for years, China's central bank has reversed the bulk of the decline in short-term rates - meaning that Chinese treasury yields are set to be above that of other major markets. That could draw investors to Chinese government bonds, leading to an inflow into the yuan - hence boding well for the exchange rate.
What is a good list of available algo trading platforms? For trading robots?
Can you help me figure out the best options for reliable algo bots that have power and flexibility and reliability, which is best, so far I have... Raspberry Pi... • Gekko • Freqtrade Google Sheets / Microsoft Excel. • Running Custom Scripts And Codes. Windows. • MetaTrader 4/5 Running Some Apps... Mac. • MetaTrader 4/5 With PlayOnMac Running Some Apps... Other. • Cryptohopper for web, good for cryptocurrency. What am I missing? I can't really decide, it would help if I had a large list so I can weight the pros and cons. Can somebody please help me? Rack your brain here? This will be for algo trading Forex, Stocks, and Crypto. Maybe Commodities too.
PLEASE help needed building pc for sneaker bots and day trading. Low Budget =(
Hello, I am interested as soon as possible in getting a pc for mostly sneaker bots and day trading crypto, forex and stocks. My budget is currently low =( and i wanted to know the best route to take in getting started. Should i get something used and basic or built from scratch?
What will you be doing with this PC? Be as specific as possible, and include specific games or programs you will be using.
Mostly sneaker bots and day trading crypto, forex and stocks. VR Gaming if in budget
What is your maximum budget before rebates/shipping/taxes?
$500-$1000
When do you plan on building/buying the PC? Note: beyond a week or two from today means any build you receive will be out of date when you want to buy.
As soon as I get figure out this build through this post!
What, exactly, do you need included in the budget? (ToweOS/monitokeyboard/mouse/etc)
Everything
Which country (and state/province) will you be purchasing the parts in? If you're in US, do you have access to a Microcenter location?
Baltimore, MD
If reusing any parts (including monitor(s)/keyboard/mouse/etc), what parts will you be reusing? Brands and models are appreciated.
Not reusing anything.
Will you be overclocking? If yes, are you interested in overclocking right away, or down the line? CPU and/or GPU?
Not sure if I need to. If needed yes?
Are there any specific features or items you want/need in the build? (ex: SSD, large amount of storage or a RAID setup, CUDA or OpenCL support, etc)
Nothing overly specific, definitely need a lot of storage.
Do you have any specific case preferences (Size like ITX/microATX/mid-towefull-tower, styles, colors, window or not, LED lighting, etc), or a particular color theme preference for the components?
I’d like a clear case to be able to see all the parts if possible & no colour preferences but I like there to be colour.
Do you need a copy of Windows included in the budget? If you do need one included, do you have a preference?
Yes, windows 10? No preference, whatever is best. Thanks a million for your time!!
Forex and stock trading automation what do you think?
Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
Dollar drifts higher as coronavirus, China data sap confidence
This is the best tl;dr I could make, original reduced by 69%. (I'm a bot)
SINGAPORE - The dollar steadied on Friday as a jump in U.S. bond yields and a drag on sentiment from lacklustre Chinese economic data put the brakes on a selldown of the world's reserve currency. The mood had the dollar within reach of snapping a seven-week losing streak against the risk-sensitive Aussie AUD=D3, which has settled around $0.7149 and is flat for the week. The yen JPY= is on course for its weakest week against the dollar in two months and is down about 0.9% at 106.84 from last Friday's close. The biggest loser has been the kiwi NZD=D3, which was pressured at $0.6538, as the country faces a fresh coronavirus outbreak and after the central bank this week flagged increased bond buying and again mentioned the prospect of negative rates. Against a basket of currencies =USD the dollar remains 0.2% lower for the week, but it has appeared to arrest a slide that has it about 9.5% below its March peak. The Reserve Bank of New Zealand sparked a bond rally this week by promising to extend its own purchases and, next week, speed them up as well.
Forex and stock trading automation what do you think?
Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
COSS exchange was taken offline on January 7th 2020 with immediate notice to all users. The plan was to begin migration to a white label platform after proceeding with account-level snapshots. The migration was halted mid-way as COSS entered and finalised acquisition negotiations, followed by audits of the existing technology, user data and wallets. With the audits completed, the new management decided to do away with the old exchange platform and introduce a much more advanced engine for its users. This is the platform which goes online this week with many added features including derivatives with up to 100x leverage, as well as an Exchange Swap Engine for instant conversions.
New Management
We apologise for the downtime — unconditionally.
The decision to shut down the exchange was not in our control and we, unfortunately, were handed over a shut exchange. We have done our best to re-enable the exchange for all users quickly and assure you that such missteps will be avoided at all costs in the future. The new COSS is a group of investors, professional traders, and financial technology specialists. Who strongly believes in the original vision of COSS — a one-stop platform for modern digital assets whose success is dependent on and shared with all its users — a unique approach to decentralised finance.
The idea is in line with the original concept of creating a shared ‘digital economy’ instead of mirroring a system where the traditional institutional lenders and service providers benefit while the people pay fees to use and access their own assets.
The investment group has appointed a board of directors and is currently assessing nominations for the role of CEO. The board will leave the day-to-day operations to the CEO and their team with a clear mandate — to restore and build COSS the brand for success. Rune and the previous technology, operations and marketing teams will no longer be involved with COSS. We appreciate their work in the past and wish them all the best for future endeavours. Satyarth will continue to remain on board with us and support the community management, marketing and PR team.
New Technology Partner
The new management has carefully evaluated several options to ensure COSS has a stable, scalable and continuously improving technology platform. We have partnered with XHUB — a financial and trading technology company. The XHUB team has vast experience in working with brokers, hedge funds, and proprietary trading firms. XHUB maintains one of the largest cryptocurrency liquidity and order routing systems in the industry, and a trading platform which has been exclusively and extensively used in-house by large trading firms. The XHUB technology team will extend its support to COSS API consumers and encourage them to keep building trading applications for the community. Consumers will have access to extensive historical and real-time market data which will allow them to create advanced strategies supported by back-testing.
Roadmap
A general roadmap of the board’s vision for the immediate future is included below. We remain focused on ensuring that COSS provides a reliable trading platform for retail and professional traders alike.
Q1–2020
Exchange Relaunch
COSS will relaunch the exchange platform and enable full trading on supported pairs
Current COSS account holders will be sent new login credentials via email and an invitation to begin trading
COS holders will be allocated 100% of the fees generated by the exchange until the FSA dashboard is completed and launched
Balance transfers from previous exchange platform are initiated by the account login. This begins the final-phase of the account audit.
Withdrawal of audited portfolios / balances will be available within 48 hrs of the account portfolio transfer
API Release
REST and Websocket access to market data
REST access to account and trade endpoints
Websocket access to account end points
FIX Engine quote and trade functional release
Mobile Trading App (iOS, Android)
Beta release of the full-featured mobile app
Full public launch of the trading app
Listing Policy Release
Compliant with all regulatory requirements
API Community Development
GitHub community to showcase public projects
Technical support
Budget allocated for development competitions
Q2–2020
Mobile Wallet App (v2) (iOS, Android)
Release of the full-featured wallet/payment and proximity peer to peer payment app
Metaquotes MT5
Release full scale derivative trading platform for Windows, iOS and Android
Enabling:
Cryptocurrency arbitrage between popular exchanges
Forex, Commodities and Indices with institutional enterprise grade liquidity
Expert Advisors, MQL5, back testing and bot trading
Regulatory Licensing
Leverage trading will be reduced as the final step for licensing
Vendor and Payments API
Release of web and mobile payment processing for merchants
Roadmap will be updated in the first and third quarter every year, and will cover plans for that period. Relaunch FAQ The exchange will be operational on 4th March, 2020. To adhere to existing anti-money laundering, counter-terrorism financing and know your customer regulations, existing users will need to complete level-1 KYC. This can be done with a single government-issued photo identity document. Final phase account audit clearance is subject to KYC approval. COS token trading will be available on the COS_USD pair. More pairs will be added as trading activity improves. Maker and taker fees will be set at 0.05% and 0.1% respectively. Trading fee discount and negative maker fees will be discontinued. An updated COS holding based fee tier system may be introduced in the future. The Fee Split Allocation (FSA) dashboard is under development. However, FSA will be tracked and accrue from day one. COS held in private wallets will need to be re-identified and linked to your new user accounts once the dashboard is launched. We will initiate a delisting procedure for some assets. A complete list of pairs and the withdrawal process for the same will be released at a later date. Crypto deposits will remain at 0 fees. A fee schedule for crypto withdrawals will be published on the website. Fiat deposits will be available via Epay and transfers from Epay wallet to COSS will be at 0 fees. Deposits through credit and debit cards will be introduced at 4% fees. We will add more fiat options including withdrawals in the coming weeks. Thank you for all your support and feedback. We are expecting a rush to access COSS accounts and will complete verification for all applicants as quickly as possible. We apologise for any unforeseen delays during the process. You can reach us on [[email protected]](mailto:[email protected]) in case you require any further assistance.
Forex and stock trading automation what do you think?
Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
What is a good list of available algo trading platforms? Aka trading robots?
Plz help me figure out the best options for reliable algo bots that have power and flexibility and reliability, which is best, so far I have... Raspberry Pi... • Gekko • Freqtrade Google Sheets / Microsoft Excel. • Running Custom Scripts And Codes. Windows. • MetaTrader 4/5 Running Some Apps... Mac. • MetaTrader 4/5 With PlayOnMac Running Some Apps... Other. • Cryptohopper for web, good for cryptocurrency. What am I missing? I can't really decide, it would help if I had a large list so I can weight the pros and cons. Can somebody please help me? Rack your brain here? This will be for algo trading Forex, Stocks, and Crypto. Maybe Commodities too.
Yen, Swiss franc benefit as dollar falls on U.S.-China conflict and economic fears
This is the best tl;dr I could make, original reduced by 62%. (I'm a bot)
London - The dollar fell on Monday, after reaching its lowest since September 2018 overnight, as deteriorating U.S.-China relations and concerns about the U.S. economy saw investors look to the yen and Swiss franc as safe havens. With domestic economic concerns trumping its role as a safe-haven currency, the dollar index fell overnight, steadied in the early hours of the morning, then continued its descent. At 1058 GMT, the dollar index was at 93.777, down 0.6% on the day =USD. As COVID-19 infections show no signs of slowing in the U.S., investors are doubtful of a quick economic recovery. With the dollar's role as safe haven in question, the Japanese yen and Swiss franc strengthened, suggesting that investors are seeking safety elsewhere. Versus the dollar, the Swiss franc reached a five-year high of 0.9167 overnight CHF=EBS. The dollar lost 0.8% against the yen, which strengthened to a four-month high of 105.265 JPY=EBS. "Under a general dollar sell-off environment the yen is benefiting as a safe-haven currency," said Neil Jones, head of FX sales at Mizuho, adding that month-end flows were also playing a role. "Markets are potentially looking for risk aversion currencies, and this seems to be a discretionary switch away from dollar into the yen and the Swiss franc," he said.
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funny to see that subject pop up again. it was what drove me insane enough to find this sub in the first place. at any rate, the problem is not the bots. I thought it was, but those are just part of the parasitic ecosystem. but to get that, first we need to take a few steps back on web history, ad serving, UX, tracking technology and media advertising. too lazy to gather links, but you know, do your googlin'. I assume that most of you are fairly web literate here, but I'll try to go down into the bare bones as much as possible for those who aren't. so let's start with a basic question - what is a web visitor anyway? from the standpoint of a normal person, that would be a person browsing a given website or piece of content. from the standpoint of technology however all you know is that some device has downloaded content from your server using the http protocol. thanks to the wonderful technology of web browsers, you can plant browser cookies on a visitor - stuff that's used to remember if they logged in, what their preferences are, stuff that your service can read from the device. it also serves usually very basic telemetry like last visit time, session time, and so on. this, over time has evolved in what we call browser fingerprinting, a convoluted bunch of technology that allows websites and web services to uniquely identify you. it still doesn't know if you're a human or not, but from the standpoint of the web technology, you're a visitor. now back in ye old days of the web, when the first banner ads were springing up, these were important questions. most consumers were still to be reached on traditional media channels, and ad spend would have to be justified somehow on the risky ventures of online business. so beyond traditional polls that would infer the value of visitors, websites would start tracking number of visitors, time on page and so on. these were used to milk the advertising cow so to speak, and it gave in to some funny developments like the creation of the popup ad - if I recon correctly on geocities, where they would just but the ads everywhere until some big auto company noticed that they're appearing on porn sites. so - put the ad in the popup, and you can claim it's not in the context of porn! around this point in time the online ad business is still pretty low tech. you actually have to call a physical human being, they send you ppts and pdfs, you send back image files and excel sheets, you wire money, the ads run, and so on. this is called direct sales, and it's tracked again by counting a bunch of visitors, and telling you how much impressions and clicks your marvelous creatives and ad budget generated. now enter google - or more precisely, a technology firm called doubleclick that was to be acquired by google. they developed a tool for automatic ad serving, later to be called programmatic advertising, that keeps the pesky sales dude out of the loop and achieves reasonable amounts of scale for a more hefty price - after all, if the sales are automated, you get a bidding war for attention between different advertisers, and you're paying for clicks. so you can see how this was a strategic move for google - they already had the most valuable data available in this situation. they were seeing in real time what people were searching for, and using the programmatic ad serving system, you could effectively bid not just for general attention - but for attention with an intent to buy. ...and the way that google got this data is because they indexed the web, using bots. at least GoogleBot would identify itself as a site visitor, but in the meantime they developed a service for websites to comprehensively track their own visitors and where they were coming from and what they were doing on your website. incidentally, you could also put on google's ads on your webpage to earn quite a bit of money, as content relevant ads would be shown through the doubleclick system. this kicked off two things: one, the ability to classify your website visitors into different clusters and segments allowed businesses to start tailoring the appearance of the website or service to fit that specific audience segment, starting off the great fracture - segmentation of the web (in the sense that two people viewing the same website at the same time were not seeing the same thing) two, it created a very strong financial incentive for people to trick google into thinking they were having actual human visitors that would click on ads, when in fact they were bots. in an even funnier twist, some of them were from browser hijackers, commonly known as malware at the time, which google cross-financed. look up download valley and crossrider. at the cross section of the above two, you had one interesting twist: websites that would appear differently to the security bots or the compliance officers of Google as they would to fake visitors or malware jacked human beings. the former would get a benign looking website, while the latter would get bombarded with auto clicking ads. this kicked off the billion dollar arms race called online advertising fraud. I'm not here to shed a tear for big money corps bleeding money. the real fallout lay somewhere else, but for that you have to understand that you never really saw the real internet, you only saw your corner and the one that was personalized for you. but if you ever had the pleasure of watching daytime TVs or off channels and witnessing the ads, you could kind of infer what kind of audience must be watching these shows generally. from quite clear rip offs to magic number lotteries and television fortune telling, these sorts of programming was aimed at the most gullible, bought for pennies, where the smallest audience portion had to be converted into a money making operation. ...and with audience segmentation and data gathering, that was now possible at unprecedented scale, automatically. so big was the scale in fact, that it gave birth to an entire new beast of an industry called affiliate marketing, where instead of a regular payroll, you'd get a cut of the sale should you figure out an angle on where to push whatever fucking bullshit the vendors were offering to whoever the fuck would be dumb enough to click on an ad and buy. (the funniest story I recall was someone pulling five figures a month because he figured out that if you buy ads on anime-hentai pages and sell PUA shit courses and e-books you'd make a killing) at any rate, affiliate marketing brought with it the killer landing page, the thing that's supposed to hammer the nail in the coffin once you get through the banner ad. the earliest form of deceptiveness in memory comes from various pirate sites, that had fake download buttons as banner ads and virus alerts as the landing pages. but then at some point, some schmuck realized that for certain type of products, like diet pills or forex trading or whatever, the best lander is in fact a fake news page that comes packed with comments and all. that would convert like crazy, because it had the appearance of social proof. until at least the lawsuits came raining down, and these sorts of landing pages and campaigns for being banned left right and centre on all platforms. which just launched a new arms race as the campaigns would be disguised for the bots doing the checkups, and aged facebook profiles would start selling for like 5K USD - these people were making 30-40k a day, they could afford to spend that much to continue running the shop. speaking of facebook - it came just about the right time for the shit to brew max total. first they were unprecedented in the amount of data they were getting off of their users, and they came just in time to catch the full swing of what we call the 'responsive web' - that no user at the same time would see the same thing on their page, it was all allocated through an intricate web of recommendations, running real time, based on previously gathered and forecast behavioral data. it also ran on one simple premise: take over the starting page position from google for most people, then they do not have to justify, ever, any ad spend that takes place on their platform, as long as it performs. furthermore, it was completely lacking any revenue share sort of scheme (save for the short period of facebook gaming, see Zynga), thus there was no incentive for the amount of bot traffic that the previous internet era had bred. instead, it came with an entirely different one - bots that would offer social proof in the way of shares and likes, but would not directly risk the business model, thus giving no incentive for facebook to fight them. (note that google didn't do much jack shit either besides indiscriminately penalizing websites it deemed suspicious when they reached critical payout thresholds) the rest of the story you kind of sort of know. how the obama campaign was brilliant in using the new social media to inspire hope and blah blah blah, kicking the door open for big money politics who could hire the best snake oil salesmen in the market, who had the data and as you can see from the above, had the ethical standards of a shoe. at around 2014-2015 the press (the mainstream media) started to raise question about the duopoly, the buzzword of filter bubbles started appearing, not entirely unrelated to the fact that facebook by this time cannibalized their traffic with a fucking embedded share / like button and started charging money for them to reach their own audience. after 2016 the cries of fake news were everywhere, because there was no online space left which everyone was viewing the same way, and you had no way to verify what the person next to you was looking at. since then, we've all become grandpa yelling at the television set, with nobody around us seeing what we're seeing on the screen, so we're being accused as bots and looking for bots under the carpet. but it's been a long way coming, and the bots are honestly the least of our worries. trust me, I went bankrupt over that one. truth or fake doesn't even begin to describe the magnitude of the problem: more like we entered the phase where every word, event or picture is defined by who ever the fuck wins the auction over it, as the marketers of human attention grind the gears of the money mill without even understanding how fast they're digging towards hell. don't believe me? look around the marketing and advertising related subs these days. the priests are eating the indulgences, and we're only now entering the period of deep fakes, good algo generated audio and good enough NLP. and in the meantime, the shadowrunners running up between two corp headquarter-highrises are skinning your belief systems. so the best you can do is really, not litter the remnants of cyberspace which are not being mined, astroturfed or being pulled apart by the algos. no human connections on a nuclear trash heap mate.
What is a good list of available algo trading platforms? Aka trading robots?
Can you help me figure out the best options for reliable algo bots that have power and flexibility and reliability, which is best, so far I have... Raspberry Pi... • Gekko • Freqtrade Google Sheets / Microsoft Excel. • Running Custom Scripts And Codes. Windows. • MetaTrader 4/5 Running Some Apps... Mac. • MetaTrader 4/5 With PlayOnMac Running Some Apps... Other. • Cryptohopper for web, good for cryptocurrency. What am I missing? I can't really decide, it would help if I had a large list so I can weight the pros and cons. Can somebody please help me? Rack your brain here? This will be for algo trading Forex, Stocks, and Crypto. Maybe Commodities too.
What is a good list of available algo trading platforms? For trading robots?
Can you help me figure out the best options for reliable algo bots that have power and flexibility and reliability, which is best, so far I have... Raspberry Pi... • Gekko • Freqtrade Google Sheets / Microsoft Excel. • Running Custom Scripts And Codes. Windows. • MetaTrader 4/5 Running Some Apps... Mac. • MetaTrader 4/5 With PlayOnMac Running Some Apps... Other. • Cryptohopper for web, good for cryptocurrency. What am I missing? I can't really decide, it would help if I had a large list so I can weight the pros and cons. Can somebody please help me? Rack your brain here? This will be for algo trading Forex, Stocks, and Crypto. Maybe Commodities too.
Can someone help me write a grand list of available platforms (not in Wiki I checked.)
I am just trying to figure out my options for reliable algo bots with power and flexibility and reliability, which is best, so far I have... Raspberry Pi... • Gekko • Freqtrade Google Sheets / Microsoft Excel. • Running Custom Scripts And Codes. Windows. • MetaTrader 4/5 Running Some Apps... Mac. • MetaTrader 4/5 With PlayOnMac Running Some Apps... What am I missing? I can't really decide, it would help if I had a large list so I can weight the pros and cons. Can somebody please help me? Rack your brain here? This will be for algo trading Forex, Stocks, and Crypto. Maybe Commodities too.
Dollar's dominance to slowly melt away over coming year: Reuters poll
This is the best tl;dr I could make, original reduced by 70%. (I'm a bot)
BENGALURU - The dollar's dominance will slowly melt away over the coming year on weakening global demand and a sombre U.S. economic outlook, according to a Reuters poll of currency forecasters whose views depend on there being no second coronavirus shock. While there was a dire prognosis from the top U.S. medicalexpert on the coronavirus' spread, the June 25-July 1poll of over 70 analysts showed weak dollar projections as Fed Chair Jerome Powell on Monday reiterated the economic outlook for the world's largest economy was uncertain. Currency speculators, who had built up trades against the dollar to the highest in two years during May, increased their out-of-favour dollar bets further last week, the latest positioning data showed. About 80% of analysts, 53 of 66, said the likely path for the dollar over the next six months was to trade around current levels, alternating between slight gains and losses in a range. The dollar index, which measures the greenback's strength against six other major currencies, has slipped over 5% since touching a more than three-year high in March. When asked which currencies would perform better against the dollar by end-December, a touch over half of 49 respondents said major developed market ones, with the remaining almost split between commodity-linked and emerging market currencies.
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