G_will's starred repositories
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
learn_backtrader
BackTrader中文教程笔记（by：量化投资与机器学习），系统性介绍Bactrader的特性、策略构建、数据结构、回测交易等，彻底掌握量化神器的使用方法。章节：介绍篇、数据篇、指标篇、交易篇、策略篇、可视化篇……（持续更新中）
Hands-on-Exploratory-Data-Analysis-with-Python
Hands-on Exploratory Data Analysis with Python, published by Packt
stocknet-dataset
A comprehensive dataset for stock movement prediction from tweets and historical stock prices.
arbitragelab
ArbitrageLab is a python library that enables traders who want to exploit mean-reverting portfolios by providing a complete set of algorithms from the best academic journals.
SockTrader
🚀 Websocket based trading bot for 💰cryptocurrencies 📈
Introduction-to-Time-Series-forecasting-Python
Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.
AI-Scalpel-Trading-Bot
A python bot that lets you trade in most crypto exchanges and allows you to optimize your strategies with machine learning.
predictive-maintenance
Data Wrangling, EDA, Feature Engineering, Model Selection, Regression, Binary and Multi-class Classification (Python, scikit-learn)
stock_prediction
基于神经网络的通用股票预测模型 A general stock prediction model based on neural networks
Algorithmic_Trading_with_Python
This comprehensive, hands-on course provides a thorough exploration into the world of algorithmic trading, aimed at students, professionals, and enthusiasts with a basic understanding of Python programming and financial markets.
TriexDev-SuperBuySellTrend-TradingView-Trend-Indicator
A minimal but powerful Trend Direction/BuySell indicator for TradingView
freqAI-LSTM
A Trading Model Utilizing a Dynamic Weighting and Aggregate Scoring System with LSTM Networks
streaming_indicators
A python library for computing technical analysis indicators on streaming data.
SynthetixFundingRateArbitrage
Delta-neutral funding rate arbitrage searcher
my-freqtrade
Strategy for freqtrade
Multitask-Stockformer
A study on volume-price factor stock selection model based on wavelet transform and multitask self-attention network
lstm-trading-bot
LSTM Neural Network example for trading Ethereum
triangular-arbitrage-bot-multi-exchange
Triangular Arbitrage Bot automates profitable cryptocurrency trading by scanning for price discrepancies across exchanges and executing trades to exploit arbitrage opportunities on popular cryptocurrency exchanges such as Binance, Kucoin, OKEx, and Huobi.