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Top 23 Python algorithmic-trading Projects
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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qlib
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
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financial-machine-learning
A curated list of practical financial machine learning tools and applications.
Project mention: Curated List of Financial Machine Learning Tools and Applications on GitHub | news.ycombinator.com | 2024-09-29 -
quant-trading
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
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backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
Project mention: Show HN: High-Frequency Trading and Market-Making Backtesting Tool with Examples | news.ycombinator.com | 2024-06-21 -
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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awesome-systematic-trading
A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading. (by paperswithbacktest)
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vectorbt
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
Project mention: Show HN: High-Frequency Trading and Market-Making Backtesting Tool with Examples | news.ycombinator.com | 2024-06-21 -
Crypto-Signal
Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks
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mlfinlab
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
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Project mention: 7 Best Open-Source Crypto Trading Bots 2025 (Ranked & Reviewed) | dev.to | 2025-03-19
Octobot is a solid choice if you want an automated bot that’s easy to set up. It offers a simple UI and can run trading strategies without much manual intervention.
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intelligent-trading-bot
Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering
Project mention: Show HN: High-Frequency Trading and Market-Making Backtesting Tool with Examples | news.ycombinator.com | 2024-06-21You could try a tool for trade signal generation based on machine learning and feature engineering:
https://github.com/asavinov/intelligent-trading-bot
It trains ML models based on historic data and custom features and then uses them to generate a kind of intelligent indicator between -1 and +1. This intelligent indicator is then used to make trade decisions. Frequency is a parameter and can very from 1 minute for crypto trading to 1 day for normal exchanges.
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AutoTrader
A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.
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algo-trader
Trading bot with support for realtime trading, backtesting, custom strategies and much more.
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SaaSHub
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python algorithmic-trading discussion
Python algorithmic-trading related posts
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7 Best Open-Source Crypto Trading Bots 2025 (Ranked & Reviewed)
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Show HN: High-Frequency Trading and Market-Making Backtesting Tool with Examples
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Ask HN: How to Get into Quantitative Trading?
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hyperdrive: NEW Other Models - star count:108.0
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hyperdrive: NEW Other Models - star count:108.0
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hyperdrive: NEW Other Models - star count:108.0
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Open source backtesting software
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A note from our sponsor - SaaSHub
www.saashub.com | 18 May 2025
Index
What are some of the best open-source algorithmic-trading projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | freqtrade | 39,101 |
| 2 | qlib | 19,206 |
| 3 | zipline | 18,435 |
| 4 | financial-machine-learning | 7,854 |
| 5 | quant-trading | 6,618 |
| 6 | backtesting.py | 6,473 |
| 7 | quantstats | 5,674 |
| 8 | awesome-systematic-trading | 5,263 |
| 9 | vectorbt | 5,197 |
| 10 | Crypto-Signal | 5,170 |
| 11 | mlfinlab | 4,165 |
| 12 | OctoBot | 4,035 |
| 13 | zvt | 3,567 |
| 14 | eiten | 2,960 |
| 15 | pybroker | 2,557 |
| 16 | MachineLearningStocks | 1,851 |
| 17 | intelligent-trading-bot | 1,339 |
| 18 | algotrading | 1,282 |
| 19 | optopsy | 1,111 |
| 20 | AutoTrader | 1,097 |
| 21 | lumibot | 1,024 |
| 22 | LiuAlgoTrader | 837 |
| 23 | algo-trader | 827 |
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