[38;5;12m         [39m[38;2;255;187;0m[1m[4mAwesome[0m[38;2;255;187;0m[1m[4m [0m[38;2;255;187;0m[1m[4mAI[0m[38;2;255;187;0m[1m[4m [0m[38;2;255;187;0m[1m[4min[0m[38;2;255;187;0m[1m[4m [0m[38;2;255;187;0m[1m[4mFinance[0m[38;2;255;187;0m[1m[4m [0m[38;5;14m[1m[4m![0m[38;2;255;187;0m[1m[4mAwesome[0m[38;5;14m[1m[4m [0m[38;5;14m[1m[4m(https://awesome.re/badge.svg)[0m[38;2;255;187;0m[1m[4m [0m[38;2;255;187;0m[1m[4m(https://github.com/sindresorhus/awesome)[0m[38;2;255;187;0m[1m[4m [0m[38;5;14m[1m[4m![0m[38;2;255;187;0m[1m[4mCommunity[0m[38;5;14m[1m[4m [0m[38;5;14m[1m[4m(https://img.shields.io/discord/733027681184251937.svg?style=flat&label=Join%20Community&color=7289DA)[0m[38;2;255;187;0m[1m[4m [0m
[38;5;12m                                                                                                        [39m[38;2;255;187;0m[1m[4m(https://discord.gg/cqaUf47)[0m

[38;5;12mThere are millions of trades made in the global financial market every day. Data grows very quickly and people are hard to understand.[39m
[38;5;12mWith the power of the latest artificial intelligence research, people analyze & trade automatically and intelligently. This list contains the research, tools and code that people use to beat the market.[39m

[38;5;12m中文资源[39m[38;5;14m[1m (./chinese.md)[0m[38;5;12m [39m

[38;2;255;187;0m[4mContents[0m

[38;5;12m- [39m[38;5;14m[1mLLMs[0m[38;5;12m (#llms)[39m
[38;5;12m- [39m[38;5;14m[1mPapers[0m[38;5;12m (#papers)[39m
[38;5;12m- [39m[38;5;14m[1mCourses & Books[0m[38;5;12m (#courses--books)[39m
[38;5;12m- [39m[38;5;14m[1mStrategies & Research[0m[38;5;12m (#strategies--research)[39m
[38;5;12m  - [39m[38;5;14m[1mTime Series Data[0m[38;5;12m (#time-series-data)[39m
[38;5;12m  - [39m[38;5;14m[1mPortfolio Management[0m[38;5;12m (#portfolio-management)[39m
[38;5;12m  - [39m[38;5;14m[1mHigh Frequency Trading[0m[38;5;12m (#high-frequency-trading)[39m
[38;5;12m  - [39m[38;5;14m[1mEvent Drive[0m[38;5;12m (#event-drive)[39m
[38;5;12m  - [39m[38;5;14m[1mCrypto Currencies Strategies[0m[38;5;12m (#crypto-currencies-strategies)[39m
[38;5;12m  - [39m[38;5;14m[1mTechnical Analysis[0m[38;5;12m (#technical-analysis)[39m
[38;5;12m  - [39m[38;5;14m[1mLottery & Gamble[0m[38;5;12m (#lottery--gamble)[39m
[38;5;12m  - [39m[38;5;14m[1mArbitrage[0m[38;5;12m (#arbitrage)[39m
[38;5;12m- [39m[38;5;14m[1mData Sources[0m[38;5;12m (#data-sources)[39m
[38;5;12m- [39m[38;5;14m[1mResearch Tools[0m[38;5;12m (#research-tools)[39m
[38;5;12m- [39m[38;5;14m[1mTrading System[0m[38;5;12m (#trading-system)[39m
[38;5;12m- [39m[38;5;14m[1mTA Lib[0m[38;5;12m (#ta-lib)[39m
[38;5;12m- [39m[38;5;14m[1mExchange API[0m[38;5;12m (#exchange-api)[39m
[38;5;12m- [39m[38;5;14m[1mArticles[0m[38;5;12m (#articles)[39m
[38;5;12m- [39m[38;5;14m[1mOthers[0m[38;5;12m (#others)[39m

[38;2;255;187;0m[4mLLMs[0m

[38;5;12m- [39m[38;5;14m[1mPIXIU[0m[38;5;12m (https://github.com/chancefocus/PIXIU) - An open-source resource providing a financial large language model, a dataset with 136K instruction samples, and a comprehensive evaluation benchmark.[39m
[38;5;12m- [39m[38;5;14m[1mFinGPT[0m[38;5;12m (https://github.com/AI4Finance-Foundation/FinGPT) - Provides a playground for all people interested in LLMs and NLP in Finance.[39m
[38;5;12m-[39m[38;5;12m [39m[38;5;14m[1mMACD[0m[38;5;14m[1m [0m[38;5;14m[1m+[0m[38;5;14m[1m [0m[38;5;14m[1mRSI[0m[38;5;14m[1m [0m[38;5;14m[1m+[0m[38;5;14m[1m [0m[38;5;14m[1mADX[0m[38;5;14m[1m [0m[38;5;14m[1mStrategy[0m[38;5;14m[1m [0m[38;5;14m[1m(ChatGPT-powered)[0m[38;5;14m[1m [0m[38;5;14m[1mby[0m[38;5;14m[1m [0m[38;5;14m[1mTradeSmart[0m[38;5;12m [39m[38;5;12m(https://www.tradingview.com/script/GxkUyJKW-MACD-RSI-ADX-Strategy-ChatGPT-powered-by-TradeSmart/[39m[38;5;12m [39m[38;5;12m)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mAsked[39m[38;5;12m [39m[38;5;12mChatGPT[39m[38;5;12m [39m[38;5;12mon[39m[38;5;12m [39m[38;5;12mwhich[39m[38;5;12m [39m[38;5;12mindicators[39m[38;5;12m [39m[38;5;12mare[39m[38;5;12m [39m[38;5;12mthe[39m[38;5;12m [39m[38;5;12mmost[39m[38;5;12m [39m[38;5;12mpopular[39m[38;5;12m [39m[38;5;12mfor[39m[38;5;12m [39m[38;5;12mtrading.[39m[38;5;12m [39m[38;5;12mWe[39m[38;5;12m [39m
[38;5;12mused[39m[38;5;12m [39m[38;5;12mall[39m[38;5;12m [39m[38;5;12mof[39m[38;5;12m [39m[38;5;12mthe[39m[38;5;12m [39m[38;5;12mrecommendations[39m[38;5;12m [39m[38;5;12mgiven.[39m
[38;5;12m-[39m[38;5;12m [39m[38;5;14m[1mA[0m[38;5;14m[1m [0m[38;5;14m[1mChatGPT[0m[38;5;14m[1m [0m[38;5;14m[1mtrading[0m[38;5;14m[1m [0m[38;5;14m[1malgorithm[0m[38;5;14m[1m [0m[38;5;14m[1mdelivered[0m[38;5;14m[1m [0m[38;5;14m[1m500%[0m[38;5;14m[1m [0m[38;5;14m[1mreturns[0m[38;5;14m[1m [0m[38;5;14m[1min[0m[38;5;14m[1m [0m[38;5;14m[1mstock[0m[38;5;14m[1m [0m[38;5;14m[1mmarket.[0m[38;5;14m[1m [0m[38;5;14m[1mMy[0m[38;5;14m[1m [0m[38;5;14m[1mbreakdown[0m[38;5;14m[1m [0m[38;5;14m[1mon[0m[38;5;14m[1m [0m[38;5;14m[1mwhat[0m[38;5;14m[1m [0m[38;5;14m[1mthis[0m[38;5;14m[1m [0m[38;5;14m[1mmeans[0m[38;5;14m[1m [0m[38;5;14m[1mfor[0m[38;5;14m[1m [0m[38;5;14m[1mhedge[0m[38;5;14m[1m [0m[38;5;14m[1mfunds[0m[38;5;14m[1m [0m[38;5;14m[1mand[0m[38;5;14m[1m [0m[38;5;14m[1mretail[0m[38;5;14m[1m [0m[38;5;14m[1minvestors[0m[38;5;12m [39m
[38;5;12m(https://www.reddit.com/r/ChatGPT/comments/13duech/a_chatgpt_trading_algorithm_delivered_500_returns/)[39m
[38;5;12m- [39m[38;5;14m[1mUse chatgpt to adjust strategy parameters[0m[38;5;12m (https://twitter.com/0xUnicorn/status/1663413848593031170)[39m
[38;5;12m- [39m[38;5;14m[1mHands-on LLMs: Train and Deploy a Real-time Financial Advisor[0m[38;5;12m (https://github.com/iusztinpaul/hands-on-llms) - Train and deploy a real-time financial advisor chatbot with Falcon 7B and CometLLM.[39m
[38;5;12m- [39m[38;5;14m[1mChatGPT Strategy by OctoBot[0m[38;5;12m (https://blog.octobot.online/trading-using-chat-gpt) - Use ChatGPT to determine which cryptocurrency to trade based on technical indicators.[39m

[38;2;255;187;0m[4mPapers[0m

[38;5;12m- [39m[38;5;14m[1mThe Theory of Speculation L. Bachelier, 1900[0m[38;5;12m (http://www.radio.goldseek.com/bachelier-thesis-theory-of-speculation-en.pdf) - The influences which determine the movements of the Stock Exchange are.[39m
[38;5;12m- [39m[38;5;14m[1mBrownian Motion in the Stock Market Osborne, 1959[0m[38;5;12m (http://m.e-m-h.org/Osbo59.pdf) - The common-stock prices can be regarded as an ensemble of decisions in statistical equilibrium.[39m
[38;5;12m- [39m[38;5;14m[1mAn Investigation into the Use of Reinforcement Learning Techniques within the Algorithmic Trading Domain, 2015[0m[38;5;12m (http://www.doc.ic.ac.uk/teaching/distinguished-projects/2015/j.cumming.pdf)[39m
[38;5;12m- [39m[38;5;14m[1mA Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem[0m[38;5;12m (https://arxiv.org/pdf/1706.10059.pdf)[39m
[38;5;12m- [39m[38;5;14m[1mReinforcement Learning for Trading, 1994[0m[38;5;12m (http://papers.nips.cc/paper/1551-reinforcement-learning-for-trading.pdf)[39m
[38;5;12m- [39m[38;5;14m[1mDragon-Kings, Black Swans and the Prediction of Crises Didier Sornette[0m[38;5;12m (https://arxiv.org/pdf/0907.4290.pdf) - The power laws in the distributions of event sizes under a broad range of conditions in a large variety of systems. [39m
[38;5;12m- [39m[38;5;14m[1mFinancial Trading as a Game: A Deep Reinforcement Learning Approach[0m[38;5;12m (https://arxiv.org/pdf/1807.02787.pdf) - Deep reinforcement learning provides a framework toward end-to-end training of such trading agent.[39m
[38;5;12m- [39m[38;5;14m[1mMachine Learning for Trading[0m[38;5;12m (https://cims.nyu.edu/~ritter/ritter2017machine.pdf) - With an appropriate choice of the reward function, reinforcement learning techniques can successfully handle the risk-averse case.[39m
[38;5;12m- [39m[38;5;14m[1mTen Financial Applications of Machine Learning, 2018[0m[38;5;12m (https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3197726) - Slides review few important financial ML applications.[39m
[38;5;12m-[39m[38;5;12m [39m[38;5;14m[1mFinRL:[0m[38;5;14m[1m [0m[38;5;14m[1mA[0m[38;5;14m[1m [0m[38;5;14m[1mDeep[0m[38;5;14m[1m [0m[38;5;14m[1mReinforcement[0m[38;5;14m[1m [0m[38;5;14m[1mLearning[0m[38;5;14m[1m [0m[38;5;14m[1mLibrary[0m[38;5;14m[1m [0m[38;5;14m[1mfor[0m[38;5;14m[1m [0m[38;5;14m[1mAutomated[0m[38;5;14m[1m [0m[38;5;14m[1mStock[0m[38;5;14m[1m [0m[38;5;14m[1mTrading[0m[38;5;14m[1m [0m[38;5;14m[1min[0m[38;5;14m[1m [0m[38;5;14m[1mQuantitative[0m[38;5;14m[1m [0m[38;5;14m[1mFinance,[0m[38;5;14m[1m [0m[38;5;14m[1m2020[0m[38;5;12m [39m[38;5;12m(https://arxiv.org/abs/2011.09607)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mIntroduce[39m[38;5;12m [39m[38;5;12ma[39m[38;5;12m [39m[38;5;12mDRL[39m[38;5;12m [39m[38;5;12mlibrary[39m[38;5;12m [39m[38;5;12mFinRL[39m[38;5;12m [39m[38;5;12mthat[39m[38;5;12m [39m[38;5;12mfacilitates[39m[38;5;12m [39m[38;5;12mbeginners[39m[38;5;12m [39m[38;5;12mto[39m[38;5;12m [39m[38;5;12mexpose[39m[38;5;12m [39m[38;5;12mthemselves[39m[38;5;12m [39m[38;5;12mto[39m[38;5;12m [39m[38;5;12mquantitative[39m[38;5;12m [39m
[38;5;12mfinance[39m[38;5;12m [39m[38;5;12mand[39m[38;5;12m [39m[38;5;12mto[39m[38;5;12m [39m[38;5;12mdevelop[39m[38;5;12m [39m[38;5;12mtheir[39m[38;5;12m [39m[38;5;12mown[39m[38;5;12m [39m[38;5;12mstock[39m[38;5;12m [39m[38;5;12mtrading[39m[38;5;12m [39m[38;5;12mstrategies.[39m
[38;5;12m-[39m[38;5;12m [39m[38;5;14m[1mDeep[0m[38;5;14m[1m [0m[38;5;14m[1mReinforcement[0m[38;5;14m[1m [0m[38;5;14m[1mLearning[0m[38;5;14m[1m [0m[38;5;14m[1mfor[0m[38;5;14m[1m [0m[38;5;14m[1mAutomated[0m[38;5;14m[1m [0m[38;5;14m[1mStock[0m[38;5;14m[1m [0m[38;5;14m[1mTrading:[0m[38;5;14m[1m [0m[38;5;14m[1mAn[0m[38;5;14m[1m [0m[38;5;14m[1mEnsemble[0m[38;5;14m[1m [0m[38;5;14m[1mStrategy,[0m[38;5;14m[1m [0m[38;5;14m[1m2020[0m[38;5;12m [39m[38;5;12m(https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mPropose[39m[38;5;12m [39m[38;5;12man[39m[38;5;12m [39m[38;5;12mensemble[39m[38;5;12m [39m[38;5;12mstrategy[39m[38;5;12m [39m[38;5;12mthat[39m[38;5;12m [39m[38;5;12memploys[39m[38;5;12m [39m[38;5;12mdeep[39m[38;5;12m [39m[38;5;12mreinforcement[39m[38;5;12m [39m[38;5;12mschemes[39m[38;5;12m [39m[38;5;12mto[39m[38;5;12m [39m[38;5;12mlearn[39m[38;5;12m [39m[38;5;12ma[39m[38;5;12m [39m[38;5;12mstock[39m[38;5;12m [39m
[38;5;12mtrading[39m[38;5;12m [39m[38;5;12mstrategy[39m[38;5;12m [39m[38;5;12mby[39m[38;5;12m [39m[38;5;12mmaximizing[39m[38;5;12m [39m[38;5;12minvestment[39m[38;5;12m [39m[38;5;12mreturn.[39m

[38;2;255;187;0m[4mCourses & Books & Blogs[0m

[38;5;12m- 🌟 [39m[38;5;14m[1mQuantResearch[0m[38;5;12m (https://github.com/letianzj/QuantResearch) - Quantitative analysis, strategies and backtests https://letianzj.github.io/[39m
[38;5;12m- [39m[38;5;14m[1mNYU: Overview of Advanced Methods of Reinforcement Learning in Finance[0m[38;5;12m (https://www.coursera.org/learn/advanced-methods-reinforcement-learning-finance/home/welcome)[39m
[38;5;12m- [39m[38;5;14m[1mUdacity: Artificial Intelligence for Trading[0m[38;5;12m (https://www.udacity.com/course/ai-for-trading--nd880)[39m
[38;5;12m- [39m[38;5;14m[1mAI in Finance[0m[38;5;12m (https://cfte.education/) - Learn Fintech Online.[39m
[38;5;12m- [39m[38;5;14m[1mAdvanced-Deep-Trading[0m[38;5;12m (https://github.com/Rachnog/Advanced-Deep-Trading) - Experiments based on "Advances in financial machine learning" book.[39m
[38;5;12m-[39m[38;5;12m [39m[38;5;14m[1mAdvances[0m[38;5;14m[1m [0m[38;5;14m[1min[0m[38;5;14m[1m [0m[38;5;14m[1mFinancial[0m[38;5;14m[1m [0m[38;5;14m[1mMachine[0m[38;5;14m[1m [0m[38;5;14m[1mLearning[0m[38;5;12m [39m[38;5;12m(https://www.amazon.com/Advances-Financial-Machine-Learning-Marcos-ebook/dp/B079KLDW21/ref=sr_1_1?s=books&ie=UTF8&qid=1541717436&sr=1-1)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mUsing[39m[38;5;12m [39m[38;5;12madvanced[39m[38;5;12m [39m[38;5;12mML[39m[38;5;12m [39m[38;5;12msolutions[39m[38;5;12m [39m[38;5;12mto[39m[38;5;12m [39m[38;5;12movercome[39m[38;5;12m [39m[38;5;12mreal-world[39m[38;5;12m [39m
[38;5;12minvestment[39m[38;5;12m [39m[38;5;12mproblems.[39m
[38;5;12m-[39m[38;5;12m [39m[38;5;14m[1mBuild[0m[38;5;14m[1m [0m[38;5;14m[1mFinancial[0m[38;5;14m[1m [0m[38;5;14m[1mSoftware[0m[38;5;14m[1m [0m[38;5;14m[1mwith[0m[38;5;14m[1m [0m[38;5;14m[1mGenerative[0m[38;5;14m[1m [0m[38;5;14m[1mAI[0m[38;5;12m [39m[38;5;12m(https://www.manning.com/books/build-financial-software-with-generative-ai?ar=false&lpse=B&)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mBook[39m[38;5;12m [39m[38;5;12mabout[39m[38;5;12m [39m[38;5;12mhow[39m[38;5;12m [39m[38;5;12mto[39m[38;5;12m [39m[38;5;12mbuild[39m[38;5;12m [39m[38;5;12mfinancial[39m[38;5;12m [39m[38;5;12msoftware[39m[38;5;12m [39m[38;5;12mhands-on[39m[38;5;12m [39m[38;5;12musing[39m[38;5;12m [39m[38;5;12mgenerative[39m[38;5;12m [39m[38;5;12mAI[39m[38;5;12m [39m[38;5;12mtools[39m[38;5;12m [39m[38;5;12mlike[39m[38;5;12m [39m[38;5;12mChatGPT[39m[38;5;12m [39m[38;5;12mand[39m[38;5;12m [39m
[38;5;12mCopilot.[39m
[38;5;12m- [39m[38;5;14m[1mMastering Python for Finance[0m[38;5;12m (https://github.com/jamesmawm/mastering-python-for-finance-second-edition) - Sources codes for: Mastering Python for Finance, Second Edition.[39m
[38;5;12m- [39m[38;5;14m[1mMLSys-NYU-2022[0m[38;5;12m (https://github.com/jacopotagliabue/MLSys-NYU-2022/tree/main) - Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2022.[39m
[38;5;12m-[39m[38;5;12m [39m[38;5;14m[1mTrain[0m[38;5;14m[1m [0m[38;5;14m[1mand[0m[38;5;14m[1m [0m[38;5;14m[1mDeploy[0m[38;5;14m[1m [0m[38;5;14m[1ma[0m[38;5;14m[1m [0m[38;5;14m[1mServerless[0m[38;5;14m[1m [0m[38;5;14m[1mAPI[0m[38;5;14m[1m [0m[38;5;14m[1mto[0m[38;5;14m[1m [0m[38;5;14m[1mpredict[0m[38;5;14m[1m [0m[38;5;14m[1mcrypto[0m[38;5;14m[1m [0m[38;5;14m[1mprices[0m[38;5;12m [39m[38;5;12m(https://github.com/Paulescu/hands-on-train-and-deploy-ml)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mIn[39m[38;5;12m [39m[38;5;12mthis[39m[38;5;12m [39m[38;5;12mtutorial[39m[38;5;12m [39m[38;5;12myou[39m[38;5;12m [39m[38;5;12mwon't[39m[38;5;12m [39m[38;5;12mbuild[39m[38;5;12m [39m[38;5;12man[39m[38;5;12m [39m[38;5;12mML[39m[38;5;12m [39m[38;5;12msystem[39m[38;5;12m [39m[38;5;12mthat[39m[38;5;12m [39m[38;5;12mwill[39m[38;5;12m [39m[38;5;12mmake[39m[38;5;12m [39m[38;5;12myou[39m[38;5;12m [39m[38;5;12mrich.[39m[38;5;12m [39m[38;5;12mBut[39m[38;5;12m [39m[38;5;12myou[39m[38;5;12m [39m[38;5;12mwill[39m[38;5;12m [39m[38;5;12mmaster[39m[38;5;12m [39m[38;5;12mthe[39m[38;5;12m [39m[38;5;12mMLOps[39m[38;5;12m [39m[38;5;12mframeworks[39m[38;5;12m [39m
[38;5;12mand[39m[38;5;12m [39m[38;5;12mtools[39m[38;5;12m [39m[38;5;12myou[39m[38;5;12m [39m[38;5;12mneed[39m[38;5;12m [39m[38;5;12mto[39m[38;5;12m [39m[38;5;12mbuild[39m[38;5;12m [39m[38;5;12mML[39m[38;5;12m [39m[38;5;12msystems[39m[38;5;12m [39m[38;5;12mthat,[39m[38;5;12m [39m[38;5;12mtogether[39m[38;5;12m [39m[38;5;12mwith[39m[38;5;12m [39m[38;5;12mtons[39m[38;5;12m [39m[38;5;12mof[39m[38;5;12m [39m[38;5;12mexperimentation,[39m[38;5;12m [39m[38;5;12mcan[39m[38;5;12m [39m[38;5;12mtake[39m[38;5;12m [39m[38;5;12myou[39m[38;5;12m [39m[38;5;12mthere.[39m

[38;2;255;187;0m[4mStrategies & Research[0m

[38;2;255;187;0m[4mTime Series Data[0m

[38;5;12mPrice and Volume process with Technology Analysis Indices[39m

[38;5;12m- 🌟🌟 [39m[38;5;14m[1mstockpredictionai[0m[38;5;12m (https://github.com/borisbanushev/stockpredictionai) - A complete process for predicting stock price movements.[39m
[38;5;12m- 🌟 [39m[38;5;14m[1mPersonae[0m[38;5;12m (https://github.com/Ceruleanacg/Personae) - Implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.[39m
[38;5;12m- 🌟 [39m[38;5;14m[1mEnsemble-Strategy[0m[38;5;12m (https://github.com/AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020) - Deep Reinforcement Learning for Automated Stock Trading.[39m
[38;5;12m- [39m[38;5;14m[1mFinRL[0m[38;5;12m (https://github.com/AI4Finance-LLC/FinRL-Library) - A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance.[39m
[38;5;12m- [39m[38;5;14m[1mAutomatedStockTrading-DeepQ-Learning[0m[38;5;12m (https://github.com/sachink2010/AutomatedStockTrading-DeepQ-Learning) - Build a Deep Q-learning reinforcement agent model as automated trading robot.[39m
[38;5;12m- [39m[38;5;14m[1mtf_deep_rl_trader[0m[38;5;12m (https://github.com/miroblog/tf_deep_rl_trader) - Trading environment(OpenAI Gym) + PPO(TensorForce).[39m
[38;5;12m- [39m[38;5;14m[1mtrading-gym[0m[38;5;12m (https://github.com/6-Billionaires/trading-gym) - Trading agent to train with episode of short term trading itself.[39m
[38;5;12m- [39m[38;5;14m[1mtrading-rl[0m[38;5;12m (https://github.com/Kostis-S-Z/trading-rl) - Deep Reinforcement Learning for Financial Trading using Price Trailing.[39m
[38;5;12m- [39m[38;5;14m[1mdeep_rl_trader[0m[38;5;12m (https://github.com/miroblog/deep_rl_trader) - Trading environment(OpenAI Gym) + DDQN (Keras-RL).[39m
[38;5;12m- [39m[38;5;14m[1mQuantitative-Trading[0m[38;5;12m (https://github.com/Ceruleanacg/Quantitative-Trading) - Papers and code implementing Quantitative-Trading.[39m
[38;5;12m- [39m[38;5;14m[1mgym-trading[0m[38;5;12m (https://github.com/hackthemarket/gym-trading) - Environment for reinforcement-learning algorithmic trading models.[39m
[38;5;12m- [39m[38;5;14m[1mzenbrain[0m[38;5;12m (https://github.com/carlos8f/zenbrain) - A framework for machine-learning bots.[39m
[38;5;12m- [39m[38;5;14m[1mDeepLearningNotes[0m[38;5;12m (https://github.com/AlphaSmartDog/DeepLearningNotes) - Machine learning in quant analysis.[39m
[38;5;12m- [39m[38;5;14m[1mstock_market_reinforcement_learning[0m[38;5;12m (https://github.com/kh-kim/stock_market_reinforcement_learning) - Stock market trading OpenAI Gym environment with Deep Reinforcement Learning using Keras.[39m
[38;5;12m- [39m[38;5;14m[1mChaos Genius[0m[38;5;12m (https://github.com/chaos-genius/chaos_genius) - ML powered analytics engine for outlier/anomaly detection and root cause analysis..[39m
[38;5;12m- [39m[38;5;14m[1mmlforecast[0m[38;5;12m (https://github.com/Nixtla/mlforecast) - Scalable machine learning based time series forecasting.[39m

[38;2;255;187;0m[4mPortfolio Management[0m

[38;5;12m- [39m[38;5;14m[1mDeep-Reinforcement-Stock-Trading[0m[38;5;12m (https://github.com/Albert-Z-Guo/Deep-Reinforcement-Stock-Trading) - A light-weight deep reinforcement learning framework for portfolio management.[39m
[38;5;12m- [39m[38;5;14m[1mqtrader[0m[38;5;12m (https://github.com/filangel/qtrader) - Reinforcement Learning for portfolio management.[39m
[38;5;12m- [39m[38;5;14m[1mPGPortfolio[0m[38;5;12m (https://github.com/ZhengyaoJiang/PGPortfolio) - A Deep Reinforcement Learning framework for the financial portfolio management problem.[39m
[38;5;12m- [39m[38;5;14m[1mDeepDow[0m[38;5;12m (https://github.com/jankrepl/deepdow) - Portfolio optimization with deep learning.[39m

[38;2;255;187;0m[4mHigh Frequency Trading[0m

[38;5;12m- [39m[38;5;14m[1mHigh-Frequency-Trading-Model-with-IB[0m[38;5;12m (https://github.com/jamesmawm/High-Frequency-Trading-Model-with-IB) - A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion.[39m
[38;5;12m-[39m[38;5;12m [39m[38;5;12m🌟[39m[38;5;12m [39m[38;5;14m[1mSGX-Full-OrderBook-Tick-Data-Trading-Strategy[0m[38;5;12m [39m[38;5;12m(https://github.com/rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mSolutions[39m[38;5;12m [39m[38;5;12mfor[39m[38;5;12m [39m[38;5;12mhigh-frequency[39m[38;5;12m [39m[38;5;12mtrading[39m[38;5;12m [39m[38;5;12m(HFT)[39m[38;5;12m [39m[38;5;12mstrategies[39m[38;5;12m [39m[38;5;12musing[39m[38;5;12m [39m[38;5;12mdata[39m[38;5;12m [39m[38;5;12mscience[39m[38;5;12m [39m[38;5;12mapproaches[39m[38;5;12m [39m[38;5;12m(Machine[39m[38;5;12m [39m[38;5;12mLearning)[39m[38;5;12m [39m[38;5;12mon[39m[38;5;12m [39m
[38;5;12mFull[39m[38;5;12m [39m[38;5;12mOrderbook[39m[38;5;12m [39m[38;5;12mTick[39m[38;5;12m [39m[38;5;12mData.[39m
[38;5;12m- [39m[38;5;14m[1mHFT_Bitcoin[0m[38;5;12m (https://github.com/ghgr/HFT_Bitcoin) - Analysis of High Frequency Trading on Bitcoin exchanges.[39m

[38;2;255;187;0m[4mEvent Drive[0m

[38;5;12m- 🌟🌟 [39m[38;5;14m[1mstockpredictionai[0m[38;5;12m (https://github.com/borisbanushev/stockpredictionai) - Complete process for predicting stock price movements.[39m
[38;5;12m- 🌟 [39m[38;5;14m[1mtrump2cash[0m[38;5;12m (https://github.com/maxbbraun/trump2cash) - A stock trading bot powered by Trump tweets.[39m

[38;2;255;187;0m[4mCrypto Currencies Strategies[0m

[38;5;12m- [39m[38;5;14m[1mLSTM-Crypto-Price-Prediction[0m[38;5;12m (https://github.com/SC4RECOIN/LSTM-Crypto-Price-Prediction) - Predicting price trends in crypto markets using an LSTM-RNN for trading.[39m
[38;5;12m- [39m[38;5;14m[1mtforce_btc_trader[0m[38;5;12m (https://github.com/lefnire/tforce_btc_trader) - TensorForce Bitcoin trading bot.[39m
[38;5;12m- [39m[38;5;14m[1mTensorflow-NeuroEvolution-Trading-Bot[0m[38;5;12m (https://github.com/SC4RECOIN/Tensorflow-NeuroEvolution-Trading-Bot) - A population model that trade cyrpto and breed and mutate iteratively.[39m
[38;5;12m- [39m[38;5;14m[1mgekkoga[0m[38;5;12m (https://github.com/gekkowarez/gekkoga) - Genetic algorithm for solving optimization of trading strategies using Gekko.[39m
[38;5;12m- [39m[38;5;14m[1mGekko_ANN_Strategies[0m[38;5;12m (https://github.com/markchen8717/Gekko_ANN_Strategies) - ANN trading strategies for the Gekko trading bot.[39m
[38;5;12m- [39m[38;5;14m[1mgekko-neuralnet[0m[38;5;12m (https://github.com/zschro/gekko-neuralnet) - Neural network strategy for Gekko.[39m
[38;5;12m- [39m[38;5;14m[1mbitcoin_prediction[0m[38;5;12m (https://github.com/llSourcell/bitcoin_prediction) - Code for "Bitcoin Prediction" by Siraj Raval on YouTube.[39m

[38;2;255;187;0m[4mTechnical Analysis[0m

[38;5;12m- [39m[38;5;14m[1mquant-trading[0m[38;5;12m (https://github.com/je-suis-tm/quant-trading) - Python quantitative trading strategies.[39m
[38;5;12m- [39m[38;5;14m[1mGekko-Bot-Resources[0m[38;5;12m (https://github.com/cloggy45/Gekko-Bot-Resources) - Gekko bot resources.[39m
[38;5;12m- [39m[38;5;14m[1mgekko_tools[0m[38;5;12m (https://github.com/tommiehansen/gekko_tools) - Gekko strategies, tools etc.[39m
[38;5;12m- [39m[38;5;14m[1mgekko RSI_WR[0m[38;5;12m (https://github.com/zzmike76/gekko) - Gekko RSI_WR strategies.[39m
[38;5;12m- [39m[38;5;14m[1mgekko HL[0m[38;5;12m (https://github.com/mounirlabaied/gekko-strat-hl) - Calculate down peak and trade on.[39m
[38;5;12m- [39m[38;5;14m[1mEthTradingAlgorithm[0m[38;5;12m (https://github.com/Philipid3s/EthTradingAlgorithm) - Ethereum trading algorithm using Python 3.5 and the library ZipLine.[39m
[38;5;12m- [39m[38;5;14m[1mgekko_trading_stuff[0m[38;5;12m (https://github.com/thegamecat/gekko-trading-stuff) - Awesome crypto currency trading platform.[39m
[38;5;12m- [39m[38;5;14m[1mforex.analytics[0m[38;5;12m (https://github.com/mkmarek/forex.analytics) - Node.js native library performing technical analysis over an OHLC dataset with use of genetic algorithmv.[39m
[38;5;12m- [39m[38;5;14m[1mBitcoin_MACD_Strategy[0m[38;5;12m (https://github.com/VermeirJellen/Bitcoin_MACD_Strategy) - Bitcoin MACD crossover trading strategy backtest.[39m
[38;5;12m- [39m[38;5;14m[1mcrypto-signal[0m[38;5;12m (https://github.com/CryptoSignal/crypto-signal) - Automated crypto trading & technical analysis (TA) bot for Bittrex, Binance, GDAX, and more.[39m
[38;5;12m- [39m[38;5;14m[1mGekko-Strategies[0m[38;5;12m (https://github.com/xFFFFF/Gekko-Strategies) - Strategies to Gekko trading bot with backtests results and some useful tools.[39m
[38;5;12m- [39m[38;5;14m[1mgekko-gannswing[0m[38;5;12m (https://github.com/johndoe75/gekko-gannswing) - Gann's Swing trade strategy for Gekko trade bot.[39m

[38;2;255;187;0m[4mLottery & Gamble[0m

[38;5;12m- [39m[38;5;14m[1mLotteryPredict[0m[38;5;12m (https://github.com/chengstone/LotteryPredict) - Use LSTM to predict lottery.[39m

[38;2;255;187;0m[4mArbitrage[0m

[38;5;12m- [39m[38;5;14m[1mArbitrageBot[0m[38;5;12m (https://github.com/BatuhanUsluel/ArbitrageBot) - Arbitrage bot that currently works on bittrex & poloniex.[39m
[38;5;12m- [39m[38;5;14m[1mr2[0m[38;5;12m (https://github.com/bitrinjani/r2) - Automatic arbitrage trading system powered by Node.js + TypeScript.[39m
[38;5;12m- [39m[38;5;14m[1mcryptocurrency-arbitrage[0m[38;5;12m (https://github.com/manu354/cryptocurrency-arbitrage) - A crypto currency arbitrage opportunity calculator. Over 800 currencies and 50 markets.[39m
[38;5;12m- [39m[38;5;14m[1mbitcoin-arbitrage[0m[38;5;12m (https://github.com/maxme/bitcoin-arbitrage) - Bitcoin arbitrage opportunity detector.[39m
[38;5;12m- [39m[38;5;14m[1mblackbird[0m[38;5;12m (https://github.com/butor/blackbird) - Long / short market-neutral strategy.[39m

[38;2;255;187;0m[4mData Sources[0m

[38;2;255;187;0m[4mTraditional Markets[0m

[38;5;12m- 🌟 [39m[38;5;14m[1mQuandl[0m[38;5;12m (https://www.quandl.com/tools/api) - Get millions of financial and economic dataset from hundreds of publishers via a single free API.[39m
[38;5;12m- [39m[38;5;14m[1myahoo-finance[0m[38;5;12m (https://github.com/lukaszbanasiak/yahoo-finance) - Python module to get stock data from Yahoo! Finance.[39m
[38;5;12m- [39m[38;5;14m[1mTushare[0m[38;5;12m (https://github.com/waditu/tushare) - Crawling historical data of Chinese stocks.[39m

[38;2;255;187;0m[4mCrypto Currencies[0m

[38;5;12m- [39m[38;5;14m[1mCryptoInscriber[0m[38;5;12m (https://github.com/Optixal/CryptoInscriber) - A live crypto currency historical trade data blotter. Download live historical trade data from any crypto exchange.[39m
[38;5;12m- [39m[38;5;14m[1mGekko-Datasets[0m[38;5;12m (https://github.com/xFFFFF/Gekko-Datasets) - Gekko trading bot dataset dumps. Download and use history files in SQLite format.[39m

[38;2;255;187;0m[4mResearch Tools[0m

[38;5;12m- [39m[38;5;14m[1mSynthical[0m[38;5;12m (https://synthical.com) - AI-powered collaborative environment for Research.[39m
[38;5;12m- 🌟🌟 [39m[38;5;14m[1mTensorTrade[0m[38;5;12m (https://github.com/tensortrade-org/tensortrade) - Trade efficiently with reinforcement learning.[39m
[38;5;12m- [39m[38;5;14m[1mML-Quant[0m[38;5;12m (https://www.ml-quant.com/) - Quant resources from ArXiv (sanity), SSRN, RePec, Journals, Podcasts, Videos, and Blogs.[39m
[38;5;12m- [39m[38;5;14m[1mJAQS[0m[38;5;12m (https://github.com/quantOS-org/JAQS) - An open source quant strategies research platform.[39m
[38;5;12m- [39m[38;5;14m[1mpyfolio[0m[38;5;12m (https://github.com/quantopian/pyfolio) - Portfolio and risk analytics in Python.[39m
[38;5;12m- [39m[38;5;14m[1malphalens[0m[38;5;12m (https://github.com/quantopian/alphalens) - Performance analysis of predictive (alpha) stock factors.[39m
[38;5;12m- [39m[38;5;14m[1mempyrical[0m[38;5;12m (https://github.com/quantopian/empyrical) - Common financial risk and performance metrics. Used by Zipline and pyfolio.[39m
[38;5;12m- [39m[38;5;14m[1mzvt[0m[38;5;12m (https://github.com/zvtvz/zvt) - Zero vector trader.[39m

[38;2;255;187;0m[4mTrading System[0m

[38;5;12mFor Back Test & Live trading[39m

[38;2;255;187;0m[4mTraditional Market[0m

[38;5;14m[1mSystem[0m

[38;5;12m- 🌟🌟 [39m[38;5;14m[1mzipline[0m[38;5;12m (https://github.com/quantopian/zipline) - A python algorithmic trading library.[39m
[38;5;12m- 🌟 [39m[38;5;14m[1mTradingView[0m[38;5;12m (http://tradingview.com/) - Get real-time information and market insights.[39m
[38;5;12m- [39m[38;5;14m[1mrqalpha[0m[38;5;12m (https://github.com/ricequant/rqalpha) - A extendable, replaceable Python algorithmic backtest & trading framework.[39m
[38;5;12m- [39m[38;5;14m[1mbacktrader[0m[38;5;12m (https://github.com/backtrader/backtrader) - Python backtesting library for trading strategies.[39m
[38;5;12m- [39m[38;5;14m[1mkungfu[0m[38;5;12m (https://github.com/taurusai/kungfu) - Kungfu Master trading system.[39m
[38;5;12m- [39m[38;5;14m[1mlean[0m[38;5;12m (https://github.com/QuantConnect/Lean) - Algorithmic trading engine built for easy strategy research, backtesting and live trading.[39m

[38;5;14m[1mCombine & Rebuild[0m

[38;5;12m- [39m[38;5;14m[1mpylivetrader[0m[38;5;12m (https://github.com/alpacahq/pylivetrader) - Python live trade execution library with zipline interface.[39m
[38;5;12m- [39m[38;5;14m[1mCoinMarketCapBacktesting[0m[38;5;12m (https://github.com/JimmyWuMadchester/CoinMarketCapBacktesting) - As backtest frameworks for coin trading strategy.[39m

[38;2;255;187;0m[4mCrypto Currencies[0m

[38;5;12m- [39m[38;5;14m[1mzenbot[0m[38;5;12m (https://github.com/DeviaVir/zenbot) - Command-line crypto currency trading bot using Node.js and MongoDB.[39m
[38;5;12m- [39m[38;5;14m[1mbot18[0m[38;5;12m (https://github.com/carlos8f/bot18) - High-frequency crypto currency trading bot developed by Zenbot.[39m
[38;5;12m- [39m[38;5;14m[1mmagic8bot[0m[38;5;12m (https://github.com/magic8bot/magic8bot) - Crypto currency trading bot using Node.js and MongoDB.[39m
[38;5;12m- [39m[38;5;14m[1mcatalyst[0m[38;5;12m (https://github.com/enigmampc/catalyst) - An algorithmic trading library for Crypto-Assets in python.[39m
[38;5;12m- [39m[38;5;14m[1mQuantResearchDev[0m[38;5;12m (https://github.com/mounirlabaied/QuantResearchDev) - Quant Research dev & Traders open source project.[39m
[38;5;12m- [39m[38;5;14m[1mMACD[0m[38;5;12m (https://github.com/sudoscripter/MACD) - Zenbot MACD Auto-Trader.[39m
[38;5;12m- [39m[38;5;14m[1mabu[0m[38;5;12m (https://github.com/bbfamily/abu) - A quant trading system base on python.[39m

[38;2;255;187;0m[4mPlugins[0m

[38;5;12m- [39m[38;5;14m[1mCoinMarketCapBacktesting[0m[38;5;12m (https://github.com/JimmyWuMadchester/CoinMarketCapBacktesting) - Tests bt and Quantopian Zipline as backtesting frameworks for coin trading strategy.[39m
[38;5;12m- [39m[38;5;14m[1mGekko-BacktestTool[0m[38;5;12m (https://github.com/xFFFFF/Gekko-BacktestTool) - Batch backtest, import and strategy params optimalization for Gekko Trading Bot.[39m

[38;2;255;187;0m[4mTA Lib[0m

[38;5;12m- [39m[38;5;14m[1mpandas_talib[0m[38;5;12m (https://github.com/femtotrader/pandas_talib) - A Python Pandas implementation of technical analysis indicators.[39m
[38;5;12m- [39m[38;5;14m[1mfinta[0m[38;5;12m (https://github.com/peerchemist/finta) - Common financial technical indicators implemented in Python-Pandas (70+ indicators).[39m
[38;5;12m- [39m[38;5;14m[1mtulipnode[0m[38;5;12m (https://github.com/TulipCharts/tulipnode) - Official Node.js wrapper for Tulip Indicators. Provides over 100 technical analysis overlay and indicator functions.[39m
[38;5;12m- [39m[38;5;14m[1mtechan.js[0m[38;5;12m (https://github.com/andredumas/techan.js) - A visual, technical analysis and charting (Candlestick, OHLC, indicators) library built on D3.[39m

[38;2;255;187;0m[4mExchange API[0m

[38;5;12mDo it in real world![39m

[38;5;12m- [39m[38;5;14m[1mIbPy[0m[38;5;12m (https://github.com/blampe/IbPy) - Python API for the Interactive Brokers on-line trading system.[39m
[38;5;12m- [39m[38;5;14m[1mHuobiFeeder[0m[38;5;12m (https://github.com/mmmaaaggg/HuobiFeeder) - Connect HUOBIPRO exchange, get market/historical data for ABAT trading platform backtest analysis and live trading.[39m
[38;5;12m- [39m[38;5;14m[1mctpwrapper[0m[38;5;12m (https://github.com/nooperpudd/ctpwrapper) - Shanghai future exchange CTP api.[39m
[38;5;12m- [39m[38;5;14m[1mPENDAX[0m[38;5;12m (https://github.com/CompendiumFi/PENDAX-SDK) - Javascript SDK for Trading/Data API and Websockets for cryptocurrency exchanges like FTX, FTXUS, OKX, Bybit, & More[39m

[38;2;255;187;0m[4mFramework[0m

[38;5;12m- [39m[38;5;14m[1mtf-quant-finance[0m[38;5;12m (https://github.com/google/tf-quant-finance) - High-performance TensorFlow library for quantitative finance.[39m

[38;2;255;187;0m[4mVisualizing[0m

[38;5;12m- [39m[38;5;14m[1mplayground[0m[38;5;12m (https://github.com/tensorflow/playground) - Play with neural networks.[39m
[38;5;12m- [39m[38;5;14m[1mnetron[0m[38;5;12m (https://github.com/lutzroeder/netron) - Visualizer for deep learning and machine learning models.[39m
[38;5;12m- [39m[38;5;14m[1mKLineChart[0m[38;5;12m (https://github.com/liihuu/KLineChart) - Highly customizable professional lightweight financial charts[39m

[38;2;255;187;0m[4mGYM Environment[0m

[38;5;12m- 🌟 [39m[38;5;14m[1mTradingGym[0m[38;5;12m (https://github.com/Yvictor/TradingGym) - Trading and Backtesting environment for training reinforcement learning agent.[39m
[38;5;12m- [39m[38;5;14m[1mTradzQAI[0m[38;5;12m (https://github.com/kkuette/TradzQAI) - Trading environment for RL agents, backtesting and training.[39m
[38;5;12m- [39m[38;5;14m[1mbtgym[0m[38;5;12m (https://github.com/Kismuz/btgym) - Scalable, event-driven, deep-learning-friendly backtesting library.[39m

[38;2;255;187;0m[4mArticles[0m

[38;5;12m- [39m[38;5;14m[1mThe-Economist[0m[38;5;12m (https://github.com/nailperry-zd/The-Economist) - The Economist.[39m
[38;5;12m- [39m[38;5;14m[1mnyu-mlif-notes[0m[38;5;12m (https://github.com/wizardforcel/nyu-mlif-notes) - NYU machine learning in finance notes.[39m
[38;5;12m- [39m[38;5;14m[1mUsing LSTMs to Turn Feelings Into Trades[0m[38;5;12m (https://www.quantopian.com/posts/watch-our-webinar-buying-happiness-using-lstms-to-turn-feelings-into-trades-now?utm_source=forum&utm_medium=twitter&utm_campaign=sentiment-analysis)[39m

[38;2;255;187;0m[4mOthers[0m

[38;5;12m- [39m[38;5;14m[1mzipline-tensorboard[0m[38;5;12m (https://github.com/jimgoo/zipline-tensorboard) - TensorBoard as a Zipline dashboard.[39m
[38;5;12m- [39m[38;5;14m[1mgekko-quasar-ui[0m[38;5;12m (https://github.com/H256/gekko-quasar-ui) - An UI port for gekko trading bot using Quasar framework.[39m
[38;5;12m- [39m[38;5;14m[1mFloom[0m[38;5;12m (https://github.com/FloomAI/Floom) AI gateway and marketplace for developers, enables streamlined integration and least volatile approach of AI features into products[39m

[38;2;255;187;0m[4mOther Resource[0m

[38;5;12m- 🌟🌟🌟 [39m[38;5;14m[1mStock-Prediction-Models[0m[38;5;12m (https://github.com/huseinzol05/Stock-Prediction-Models) - Stock-Prediction-Models, Gathers machine learning and deep learning models for Stock forecasting, included trading bots and simulations.[39m
[38;5;12m- 🌟🌟 [39m[38;5;14m[1mFinancial Machine Learning[0m[38;5;12m (https://github.com/firmai/financial-machine-learning) - A curated list of practical financial machine learning (FinML) tools and applications. This collection is primarily in Python.[39m
[38;5;12m- 🌟 [39m[38;5;14m[1mAwesome-Quant-Machine-Learning-Trading[0m[38;5;12m (https://github.com/grananqvist/Awesome-Quant-Machine-Learning-Trading) - Quant / Algorithm trading resources with an emphasis on Machine Learning.[39m
[38;5;12m- [39m[38;5;14m[1mawesome-quant[0m[38;5;12m (https://github.com/wilsonfreitas/awesome-quant) - A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance).[39m
[38;5;12m- [39m[38;5;14m[1mFinancePy[0m[38;5;12m (https://github.com/domokane/FinancePy) - A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.[39m
[38;5;12m-[39m[38;5;12m [39m[38;5;14m[1mExplore[0m[38;5;14m[1m [0m[38;5;14m[1mFinance[0m[38;5;14m[1m [0m[38;5;14m[1mService[0m[38;5;14m[1m [0m[38;5;14m[1mLibraries[0m[38;5;14m[1m [0m[38;5;14m[1m&[0m[38;5;14m[1m [0m[38;5;14m[1mProjects[0m[38;5;12m [39m[38;5;12m(https://kandi.openweaver.com/explore/financial-services#Top-Authors)[39m[38;5;12m [39m[38;5;12m-[39m[38;5;12m [39m[38;5;12mExplore[39m[38;5;12m [39m[38;5;12ma[39m[38;5;12m [39m[38;5;12mcurated[39m[38;5;12m [39m[38;5;12mlist[39m[38;5;12m [39m[38;5;12mof[39m[38;5;12m [39m[38;5;12mFintech[39m[38;5;12m [39m[38;5;12mpopular[39m[38;5;12m [39m[38;5;12m&[39m[38;5;12m [39m[38;5;12mnew[39m[38;5;12m [39m[38;5;12mlibraries,[39m[38;5;12m [39m[38;5;12mtop[39m[38;5;12m [39m[38;5;12mauthors,[39m[38;5;12m [39m[38;5;12mtrending[39m[38;5;12m [39m[38;5;12mproject[39m[38;5;12m [39m[38;5;12mkits,[39m[38;5;12m [39m[38;5;12mdiscussions,[39m[38;5;12m [39m[38;5;12mtutorials[39m
[38;5;12m&[39m[38;5;12m [39m[38;5;12mlearning[39m[38;5;12m [39m[38;5;12mresources[39m[38;5;12m [39m[38;5;12mon[39m[38;5;12m [39m[38;5;12mkandi.[39m
