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Top 23 Python algorithmic-trading Projects
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Project mention: Question for people who have tried crypto trading bots. Do they work? Have you made any profits with them or is it a scam mostly? | reddit.com/r/CryptoCurrency | 2023-05-30
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Zipline by Quantopian: An Open-Source tool for algorithmic trading. It is a platform for developing and testing quantitative trading strategies using Python.
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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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.
Project mention: qlib: NEW Other Models - star count:10974.0 | reddit.com/r/algoprojects | 2023-05-29 -
Going to give jesse.trade a try next week.
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Crypto-Signal
Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks
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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
Project mention: quant-trading: NEW Derivatives and Hedging - star count:3983.0 | reddit.com/r/algoprojects | 2023-05-20 -
backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
Project mention: Anyone here built backtest/alpha visualization/exploration dashboard(s)? | reddit.com/r/algotrading | 2023-03-31https://kernc.github.io/backtesting.py/ offers nice way to zoom backtesting. It has some bugs, but good for visualization.
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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.
Project mention: mlfinlab: open source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data s | reddit.com/r/algoprojects | 2022-11-13 -
financial-machine-learning
A curated list of practical financial machine learning tools and applications.
Project mention: How come most deep learning courses don't include any content about modeling time series data from financial industry, e.g. stock price? | reddit.com/r/learnmachinelearning | 2023-03-19 -
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vectorbt
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
Project mention: Is there any python libraries to backtest buy and sell signals with dates? | reddit.com/r/algotrading | 2022-06-14For exactly this I use this https://github.com/polakowo/vectorbt it’s really a powerful tool and you can tons of things with it. Recently the developer decided to maintain it but not adding new features, which from now on will be released on the pro version. However, the free version is still very valuable, incredibly fast and suitable for basic to intermediate tasks.
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Project mention: Scikit-learn Stock Prediction: using fundamental and pricing data to predict future stock returns. Sklearn's randomforest classifier is trainded and author claimed positive live trading results. Not actively mainained Other Models - star count:1411.0 | reddit.com/r/algoprojects | 2023-04-01
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Project mention: algotrading: NEW Extended Research - star count:819.0 | reddit.com/r/algoprojects | 2023-04-24
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Project mention: PyBroker: An Algotrading Framework Built for Machine Learning | reddit.com/r/programming | 2023-05-24
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Project mention: optopsy: NEW Derivatives and Hedging - star count:605.0 | reddit.com/r/algoprojects | 2022-08-27
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example-scalping
A working example algorithm for scalping strategy trading multiple stocks concurrently using python asyncio
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AutoTrader
A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.
Project mention: Looking for open source Python code for deep learning model to optimize portfolio | reddit.com/r/algotrading | 2022-12-22 -
trading-server
A multi-asset, multi-strategy, event-driven trading platform for running many strategies at many venues simultaneously with portfolio-based risk management and %-per-strategy capital allocation. Supports event-driven backtesting across all desired instruments, venues and strategies under a single parameterized portfolio.
Project mention: trading-server: NEW Derivatives and Hedging - star count:516.0 | reddit.com/r/algoprojects | 2023-02-04 -
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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).
The latest post mention was on 2023-05-30.
Python algorithmic-trading related posts
- Question for people who have tried crypto trading bots. Do they work? Have you made any profits with them or is it a scam mostly?
- UUID on Pico
- quant-trading: NEW Derivatives and Hedging - star count:3983.0
- quant-trading: NEW Derivatives and Hedging - star count:3983.0
- quant-trading: NEW Derivatives and Hedging - star count:3983.0
- quant-trading: NEW Derivatives and Hedging - star count:3983.0
- quant-trading: NEW Derivatives and Hedging - star count:3983.0
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A note from our sponsor - Sonar
www.sonarsource.com | 30 May 2023
Index
What are some of the best open-source algorithmic-trading projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | freqtrade | 21,716 |
| 2 | zipline | 16,148 |
| 3 | qlib | 10,955 |
| 4 | jesse | 4,667 |
| 5 | Crypto-Signal | 4,395 |
| 6 | quant-trading | 4,017 |
| 7 | backtesting.py | 3,668 |
| 8 | mlfinlab | 3,404 |
| 9 | financial-machine-learning | 3,388 |
| 10 | quantstats | 3,144 |
| 11 | vectorbt | 2,867 |
| 12 | eiten | 2,523 |
| 13 | zvt | 2,510 |
| 14 | qtpylib | 1,927 |
| 15 | MachineLearningStocks | 1,470 |
| 16 | algotrading | 852 |
| 17 | pybroker | 801 |
| 18 | optopsy | 705 |
| 19 | example-scalping | 612 |
| 20 | AutoTrader | 586 |
| 21 | trading-server | 560 |
| 22 | LiuAlgoTrader | 520 |
| 23 | tdameritrade | 509 |
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