awesome-ai-in-finance

🌟🌟 - GPT-4 can outperform professional financial analysts in predicting future earnings changes, generating useful narrative insights, and resulting in superior trading strategies with higher Sharpe ratios and alphas, thereby suggesting a potential central role for LLMs in financial decision-making

PIXIU

An open-source resource providing a financial large language model, a dataset with 136K instruction samples, and a comprehensive evaluation benchmark

FinGPT

Provides a playground for all people interested in LLMs and NLP in Finance

Asked ChatGPT on which indicators are the most popular for trading. We used all of the recommendations given

Hands-on LLMs: Train and Deploy a Real-time Financial Advisor

Train and deploy a real-time financial advisor chatbot with Falcon 7B and CometLLM

Use ChatGPT to determine which cryptocurrency to trade based on technical indicators

The influences which determine the movements of the Stock Exchange are

The common-stock prices can be regarded as an ensemble of decisions in statistical equilibrium

The power laws in the distributions of event sizes under a broad range of conditions in a large variety of systems

Deep reinforcement learning provides a framework toward end-to-end training of such trading agent

With an appropriate choice of the reward function, reinforcement learning techniques can successfully handle the risk-averse case

Slides review few important financial ML applications

Introduce a DRL library FinRL that facilitates beginners to expose themselves to quantitative finance and to develop their own stock trading strategies

Propose an ensemble strategy that employs deep reinforcement schemes to learn a stock trading strategy by maximizing investment return

QuantResearch

🌟 - Quantitative analysis, strategies and backtests

Learn Fintech Online

Advanced-Deep-Trading

Experiments based on "Advances in financial machine learning" book

Using advanced ML solutions to overcome real-world investment problems

Book about how to build financial software hands-on using generative AI tools like ChatGPT and Copilot

Mastering Python for Finance

Sources codes for: Mastering Python for Finance, Second Edition

MLSys-NYU-2022

Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2022

Train and Deploy a Serverless API to predict crypto prices

In this tutorial you won't build an ML system that will make you rich. But you will master the MLOps frameworks and tools you need to build ML systems that, together with tons of experimentation, can take you there

stockpredictionai

🌟🌟 - A complete process for predicting stock price movements

Personae

🌟 - Implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading

Ensemble-Strategy

🌟 - Deep Reinforcement Learning for Automated Stock Trading

FinRL

A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance

AutomatedStockTrading-DeepQ-Learning

Build a Deep Q-learning reinforcement agent model as automated trading robot

tf_deep_rl_trader

Trading environment(OpenAI Gym) + PPO(TensorForce)

trading-gym

Trading agent to train with episode of short term trading itself

trading-rl

Deep Reinforcement Learning for Financial Trading using Price Trailing

deep_rl_trader

Trading environment(OpenAI Gym) + DDQN (Keras-RL)

Quantitative-Trading

Papers and code implementing Quantitative-Trading

gym-trading

Environment for reinforcement-learning algorithmic trading models

zenbrain

A framework for machine-learning bots

DeepLearningNotes

Machine learning in quant analysis

stock_market_reinforcement_learning

Stock market trading OpenAI Gym environment with Deep Reinforcement Learning using Keras

Chaos Genius

ML powered analytics engine for outlier/anomaly detection and root cause analysis

mlforecast

Scalable machine learning based time series forecasting

Deep-Reinforcement-Stock-Trading

A light-weight deep reinforcement learning framework for portfolio management

qtrader

Reinforcement Learning for portfolio management

PGPortfolio

A Deep Reinforcement Learning framework for the financial portfolio management problem

DeepDow

Portfolio optimization with deep learning

High-Frequency-Trading-Model-with-IB

A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion

SGX-Full-OrderBook-Tick-Data-Trading-Strategy

🌟 - Solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data

HFT_Bitcoin

Analysis of High Frequency Trading on Bitcoin exchanges

stockpredictionai

🌟🌟 - Complete process for predicting stock price movements

trump2cash

🌟 - A stock trading bot powered by Trump tweets

LSTM-Crypto-Price-Prediction

Predicting price trends in crypto markets using an LSTM-RNN for trading

tforce_btc_trader

TensorForce Bitcoin trading bot

Tensorflow-NeuroEvolution-Trading-Bot

A population model that trade cyrpto and breed and mutate iteratively

gekkoga

Genetic algorithm for solving optimization of trading strategies using Gekko

Gekko_ANN_Strategies

ANN trading strategies for the Gekko trading bot

gekko-neuralnet

Neural network strategy for Gekko

bitcoin_prediction

Code for "Bitcoin Prediction" by Siraj Raval on YouTube

quant-trading

Python quantitative trading strategies

Gekko-Bot-Resources

Gekko bot resources

gekko_tools

Gekko strategies, tools etc

gekko RSI_WR

Gekko RSI_WR strategies

gekko HL

Calculate down peak and trade on

EthTradingAlgorithm

Ethereum trading algorithm using Python 3.5 and the library ZipLine

gekko_trading_stuff

Awesome crypto currency trading platform

forex.analytics

Node.js native library performing technical analysis over an OHLC dataset with use of genetic algorithmv

Bitcoin_MACD_Strategy

Bitcoin MACD crossover trading strategy backtest

crypto-signal

Automated crypto trading & technical analysis (TA) bot for Bittrex, Binance, GDAX, and more

Gekko-Strategies

Strategies to Gekko trading bot with backtests results and some useful tools

gekko-gannswing

Gann's Swing trade strategy for Gekko trade bot

LotteryPredict

Use LSTM to predict lottery

ArbitrageBot

Arbitrage bot that currently works on bittrex & poloniex

r2

Automatic arbitrage trading system powered by Node.js + TypeScript

cryptocurrency-arbitrage

A crypto currency arbitrage opportunity calculator. Over 800 currencies and 50 markets

bitcoin-arbitrage

Bitcoin arbitrage opportunity detector

Long / short market-neutral strategy

🌟 - Get millions of financial and economic dataset from hundreds of publishers via a single free API

yahoo-finance

Python module to get stock data from Yahoo! Finance

Tushare

Crawling historical data of Chinese stocks

CryptoInscriber

A live crypto currency historical trade data blotter. Download live historical trade data from any crypto exchange

Gekko-Datasets

Gekko trading bot dataset dumps. Download and use history files in SQLite format

AI-powered collaborative environment for Research

TensorTrade

🌟🌟 - Trade efficiently with reinforcement learning

Quant resources from ArXiv (sanity), SSRN, RePec, Journals, Podcasts, Videos, and Blogs

JAQS

An open source quant strategies research platform

pyfolio

Portfolio and risk analytics in Python

alphalens

Performance analysis of predictive (alpha) stock factors

empyrical

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

zvt

Zero vector trader

OpenBB

🌟🌟🌟 - AI-powered opensource research and analytics workspace

zipline

🌟🌟 - A python algorithmic trading library

🌟 - Get real-time information and market insights

rqalpha

A extendable, replaceable Python algorithmic backtest & trading framework

backtrader

Python backtesting library for trading strategies

kungfu

Kungfu Master trading system

lean

Algorithmic trading engine built for easy strategy research, backtesting and live trading

pylivetrader

Python live trade execution library with zipline interface

CoinMarketCapBacktesting

As backtest frameworks for coin trading strategy

zenbot

Command-line crypto currency trading bot using Node.js and MongoDB

bot18

High-frequency crypto currency trading bot developed by Zenbot

magic8bot

Crypto currency trading bot using Node.js and MongoDB

catalyst

An algorithmic trading library for Crypto-Assets in python

QuantResearchDev

Quant Research dev & Traders open source project

Zenbot MACD Auto-Trader

abu

A quant trading system base on python

CoinMarketCapBacktesting

Tests bt and Quantopian Zipline as backtesting frameworks for coin trading strategy

Gekko-BacktestTool

Batch backtest, import and strategy params optimalization for Gekko Trading Bot

pandas_talib

A Python Pandas implementation of technical analysis indicators

finta

Common financial technical indicators implemented in Python-Pandas (70+ indicators)

tulipnode

Official Node.js wrapper for Tulip Indicators. Provides over 100 technical analysis overlay and indicator functions

techan.js

A visual, technical analysis and charting (Candlestick, OHLC, indicators) library built on D3

IbPy

Python API for the Interactive Brokers on-line trading system

HuobiFeeder

Connect HUOBIPRO exchange, get market/historical data for ABAT trading platform backtest analysis and live trading

ctpwrapper

Shanghai future exchange CTP api

PENDAX

Javascript SDK for Trading/Data API and Websockets for cryptocurrency exchanges like FTX, FTXUS, OKX, Bybit, & More

tf-quant-finance

High-performance TensorFlow library for quantitative finance

playground

Play with neural networks

netron

Visualizer for deep learning and machine learning models

KLineChart

Highly customizable professional lightweight financial charts

TradingGym

🌟 - Trading and Backtesting environment for training reinforcement learning agent

TradzQAI

Trading environment for RL agents, backtesting and training

btgym

Scalable, event-driven, deep-learning-friendly backtesting library

The-Economist

The Economist

nyu-mlif-notes

NYU machine learning in finance notes

zipline-tensorboard

TensorBoard as a Zipline dashboard

gekko-quasar-ui

An UI port for gekko trading bot using Quasar framework

Floom

AI gateway and marketplace for developers, enables streamlined integration and least volatile approach of AI features into products

Stock-Prediction-Models

🌟🌟🌟 - Stock-Prediction-Models, Gathers machine learning and deep learning models for Stock forecasting, included trading bots and simulations

Financial Machine Learning

🌟🌟 - A curated list of practical financial machine learning (FinML) tools and applications. This collection is primarily in Python

Awesome-Quant-Machine-Learning-Trading

🌟 - Quant / Algorithm trading resources with an emphasis on Machine Learning

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

FinancePy

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

Explore a curated list of Fintech popular & new libraries, top authors, trending project kits, discussions, tutorials & learning resources on kandi