A curated list of practical financial machine learning tools and applications.

financial-machine-learning

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

MIT License

PIXIU

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives. 

GNU General Public License v3.0

FinancePy

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

hands-on-llms

A resizable widget that shows your financial portfolio on your android home screen

StockTicker

FinRL:  Financial Reinforcement Learning. 🔥

FinRL

Common financial risk and performance metrics. Used by zipline and pyfolio.

Apache License 2.0

empyrical

FinGPT: Open-Source Financial Large Language Models!  Revolutionize 🔥    We release the trained model on HuggingFace.

FinGPT

Diem’s mission is to build a trusted and innovative financial network that empowers people and businesses around the world.

diem

💵 Bigcapital is financial accounting with intelligent reporting for faster decision-making, an open-source alternative to Quickbooks, Xero, etc.

GNU Affero General Public License v3.0

bigcapital

Performant financial charts built with HTML5 canvas


Description


In a nutshell, weâre where the world charts, chats and trades markets. Over 60 million people use our social network and supercharged supercharts to make better, brighter decisions when they trade. Download our app to access free charts, alerts, advanced watchlists, plus discuss latest trends with other traders and much, much more. Hereâs a fuller feature set: World-leading chartsA traderâs rite of passage, charts power insight. Millions use ours â for free â to make better decisions in the markets. Our charts work on any device and outperform many desktop trading platforms. Youâll be able to search for stocks, currencies, cryptos, futures, CFDs and more. A wide range of drawing tools (like Gann Fans and Elliott Waves) and technical indicators will also help you analyze price action.Unmissable alerts Trading alerts were never this powerful, flexible, and easy to use. Cloud-based, they are available on any device â get notified by email, app, desktop, or webhook when your alerts trigger.Made to trade Trade directly on our charts â use Paper Trading to practice buying and selling securities without any of the risk, or trade through top brokers integrated to our platform.One app to track them allGet a comprehensive view of the financial markets with our app: live quotes, event calendars, news, trends, financial statements, and fundamentals, all in one place at your fingertips â the fastest way to find all the data you need.Watchlist what mattersKeep track of all your beloved stocks and currency pairs with our highly-customizable watchlists. Use them to see real-time price updates and be the first to know whatâs moving in the markets â wherever you happen to be. Data. Data. Data, Gain access to real-time market data from exchanges in the US, Europe and Asia. Hundreds of thousands of financial symbols from 100+ exchanges are at your fingertips. Unless you have incredibly niche interests, youâll find what youâre looking for.Never trade alone againUnleash your creativity onto the world markets by being part of the largest social network for traders and investors. With thousands of ideas and minds published daily and ability to customize and share your analysis, start building your following today.Always at your fingertipsOur secure and reliable cloud-based infrastructure means youâll always have access to the world of finance, 24/7. No unexpected downtime at a critical trading moment ever again.  Terms of use: https://www.tradingview.com/policies/Privacy policy: https://www.tradingview.com/privacy-policy/




lightweight-charts


Description


Track numbers, text and prices on websites like Amazon, eBay and Walmart. It works on any website!You can also track stocks, currencies and social media metrics.Stay up-to-date on every important web change with AnyTracker, the user-friendly web monitoring app designed specifically for iOS devices. AnyTracker can track text, numbers and prices. It automates the boring stuff for you.* Never Miss Important UpdatesAnyTracker provides timely background checks on all the websites you are interested in. The websites can be updated with an interval down to 5 minutes, and you will therefore be notified immediately on changes.* Tailored NotificationsWhen a change on a monitored website is detected, you will receive a notification. You can configure the notification to your liking, for example to be notified when the price of a product has dropped by a certain amount.* Track Stocks, Crypto and CurrenciesIn addition to world-leading website change detection, AnyTracker provides fresh financial data. Just like anything else, it can be displayed in a beautiful chart on your home screen.* Manual Entries and MoreAnyTracker makes it easy to keep track of whatever metric you like, for example your weight or your savings. In addition, you can track social media stats like YouTube subscribers.Stay informed about web updates with AnyTracker - your personal web monitoring assistant.Legal and RegulatoryIn-app purchases and subscriptions are governed by AppleÂ´s standard terms: https://www.apple.com/legal/internet-services/itunes/dev/stdeula/




A library to present popovers. Simple, modern, and highly customizable. Not boring!

Popovers

Curated list of projects that build non-financial applications of blockchain

awesome-non-financial-blockchain

An Elegant Financial Markets Library Written in Swift

BigBoard

Give financial support and help me to create awesome stuff

SponsorMe

Common financial technical indicators implemented in Pandas.

GNU Lesser General Public License v3.0

finta

Mostly experiments based on "Advances in financial machine learning" book

Advanced-Deep-Trading

Notebooks for financial economics. Keywords:  Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

Other

fecon235

Go library containing a collection of financial functions for time value of money (annuities), cash flow, interest rate conversions, bonds and depreciation calculations.

Mozilla Public License 2.0

go-finance

Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019

trading-rl

Simple and easy to use client for stock market, forex and crypto data from finnhub.io written in Go. Access real-time financial market data from 60+ stock exchanges, 10 forex brokers, and 15+ crypto exchanges

go-finnhub

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).