zipline
pyfolio-reloaded
| zipline | pyfolio-reloaded | |
|---|---|---|
| 14 | 2 | |
| 17,072 | 280 | |
| 0.4% | - | |
| 0.0 | 2.9 | |
| 3 months ago | about 2 months ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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zipline
- Ask HN: How to Get into Quantitative Trading?
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Open source backtesting software
https://github.com/quantopian/zipline (event-driven)
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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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How to statistically compare the performance of two strategies?
I found two opensource tools 1. .https://github.com/quantopian/zipline Quantopian 2. https://analyzingalpha.com/backtrader-backtesting-trading-strategies backtrader
- Formula for slippage?
- Online Portfolio Selection - Research paper implementation and backtest
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Best Backtesting software?
Some of the notable libraries in Python are backtesting.py, bt and zipline. Personally I like bt the most, as its tree model makes the most intuitive sense.
pyfolio-reloaded
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Backtesting Engine Design Primers
Stephen Jansen has resurrected both Zipline and Pyfolio following Quantopian's belly-up.
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That’s it, I’m done with Zipline. I can’t take it anymore. Does anyone have any other good backtesting libraries in Python where I can use my own personal data? Thanks in advance!
If that's because Quantopian went belly-up and Zipline is not maintained anymore, check Stefan Jansen on Github, he's actively maintaining zipline-reloaded and pyfolio-reloaded.
What are some alternatives?
backtrader - Python Backtesting library for trading strategies
pyfolio - Portfolio and risk analytics in Python
zipline-reloaded - Zipline, a Pythonic Algorithmic Trading Library
backtrader - Python Backtesting library for trading strategies [Moved to: https://github.com/mementum/backtrader]
caffeinated-pandas
PyThalesians - Python library for backtesting trading strategies & analyzing financial markets (formerly pythalesians)
Lean - Lean Algorithmic Trading Engine by QuantConnect (Python, C#)
quantstats - Portfolio analytics for quants, written in Python
vectorbt - Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
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.
bcolz - A columnar data container that can be compressed.