pyalgotrade
zipline
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| pyalgotrade | zipline | |
|---|---|---|
| 1 | 12 | |
| 4,025 | 16,175 | |
| - | 1.3% | |
| 0.0 | 0.0 | |
| about 1 month ago | 4 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pyalgotrade
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Best Backtesting Libraries (Python)
pyalgotrade – PyAlgoTrade is an event driven algorithmic trading Python library. Although the initial focus was on backtesting, paper trading is now possible
zipline
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10 FinTech APIs every Indian developer should bookmark
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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Backtesting Engine Design Primers
For personal use only. I'm currently looking at QuantConnect's LEAN and Quantopian's Zipline (which hasn't seen any updates since 2020, presumably because Quantopian was dissolved).
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[D] Doing my (bachelor) thesis on RL. Which topic do you like best?
(1) I remember there were decent libraries for this setting a while back. Maybe take a look at Quantopian/Zipline.
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Best Backtesting Libraries (Python)
zipline – Zipline is a Pythonic algorithmic trading library. It is an event-driven system that supports both backtesting and live trading.
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Custom forex backtester
However if you need to take into account more market effects, I suggest that you look into zipline (however the learning curve is steeper and it can be hard to implement custom ideas).
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Looking for active python backtesting framework
Yea I just see it has no commits since October https://github.com/quantopian/zipline
What are some alternatives?
backtrader - Python Backtesting library for trading strategies
pyfolio - Portfolio and risk analytics in Python
backtrader - Python Backtesting library for trading strategies [Moved to: https://github.com/mementum/backtrader]
PyThalesians - Python library for backtesting trading strategies & analyzing financial markets (formerly pythalesians)
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.
quantstats - Portfolio analytics for quants, written in Python
vectorbt - Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
bcolz - A columnar data container that can be compressed.
Interactive Parallel Computing with IPython - IPython Parallel: Interactive Parallel Computing in Python
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Yahooquery - Python wrapper for an unofficial Yahoo Finance API