Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
- high-frequency-trading
- limit-order-book
- python
- machine-learning
Repository Index
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CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript
- optimization
- nonlinear
- derivatives
- code-generation
Framework for quantitative trading. Complete framework for development, backtesting, and deploying automated trading algorithms and trading bots.
Python trading framework with AI agents that actually place the trade. Backtest, paper and live trade on 12 brokers: stocks, options, futures, forex, crypto and prediction markets.
Discover our Python package designed for algorithmic trading. It brings ICT's smart money concepts to Python, offering a range of indicators for your algorithmic trading strategies.
Trading bot running on Bybit, Bitget, OKX, GateIO, Binance, Kucoin, WEEX and Hyperliquid
- bybit
- futures
- trading
- algorithmic-trading
List of awesome resources for machine learning-based algorithmic trading
- deep-trading
- deep-learning
- trading-algorithms
- trading-bot
Zipline, a Pythonic Algorithmic Trading Library
Use unsupervised and supervised learning to predict stocks
- artificial-intelligence
- artificial-neural-networks
- lstm
- machine-learning
Using python and scikit-learn to make stock predictions
- stock-prediction
- machine-learning
- scikit-learn
- python
A Comprehensive Collection of Everything Related to Tradingview Pine Script.
- collections
- pine
- pinescript
- script
Hands-On Machine Learning for Algorithmic Trading, published by Packt
Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering
- bitcoin
- machine-learning
- artificial-intelligence
- feature-engineering
A Free Newsletter for Quantitative and Algorithmic Trading, Portfolio Analysis, and Investing
A Curated list of Topic wise Theory and Questions to Get You Started On Competitive Coding.
Unofficial Documentation of Robinhood Trade's Private API
- robinhood
- stocks
- nasdaq
- nyse
(Predecessor to NexusTrade) A no-code algorithmic trading system
Machine Learning in Asset Management (by @firmai)
- machine-learning
- trading-strategies
- assets-management
- algorithmic-trading
Technical analysis library: indicators and candlestick patterns, batch and streaming, native in C, Rust, Java, C#... and more
- ta-lib
- financial
- series-analysis
- technical-analysis
Algorithmic trading framework for cryptocurrencies.
- crypto
- cryptocurrency
- cryptocurrencies
- cryptocurrency-exchanges
Node Binance API is an asynchronous node.js library for the Binance API designed to be easy to use.
- binance
- cryptocurrency-exchanges
- cryptocurrency
- javascript
Machine Learning for Algorithmic Trading, Second Edition - published by Packt
The Official Python SDK for Alpaca API
- algorithmic-trading
- brokerage
- crypto
- finance
A nimble options research and backtesting library for Python
- options-spreads
- options-strategies
- trade-options
- options