zipline-reloaded
FinGPT
| zipline-reloaded | FinGPT | |
|---|---|---|
| 6 | 11 | |
| 969 | 11,650 | |
| - | 3.9% | |
| 6.5 | 9.5 | |
| 8 days ago | 27 days ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | MIT License |
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.
zipline-reloaded
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Ask HN: How to Get into Quantitative Trading?
another comment in here mentioned Zipline Reloaded¹, a fork from a guy who wrote a book using Zipline. Last commit 6 months ago, much better than 3 years from the original.
¹: https://github.com/stefan-jansen/zipline-reloaded
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Backtesting Engine Design Primers
Stephen Jansen has resurrected both Zipline and Pyfolio following Quantopian's belly-up.
- Favorite backtesting Python package?
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Looking to recreate a simple mean reversion and momentum backtest in python using time series data. Any help very much appreciated
I'm assuming you want to create a backtesting environment. Check out zipline (https://zipline.ml4trading.io/).
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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.
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How do I get rid of leverage for backtesting in Zipline?
https://zipline.ml4trading.io/ https://github.com/stefan-jansen/zipline-reloaded
FinGPT
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GPT-4, without specialized training, beat a GPT-3.5 class model that cost $10B
There is also the open source FinGPT, that is claimed to beat GPT4 in some benchmarks at a fine tuning cost of $17.25.
https://github.com/AI4Finance-Foundation/FinGPT
- FLaNK Stack 05 Feb 2024
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Ask HN: How to Get into Quantitative Trading?
https://github.com/AI4Finance-Foundation/FinGPT
[1] Zipline is a Pythonic algorithmic trading library
- FinGPT
- FLaNK Stack Weekly for 20 June 2023
- GPT but for the Finance Industry
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FinGPT: Open-Source Financial Large Language Models
Code: https://github.com/AI4Finance-Foundation/FinGPT
- Is FinGPT Coming?
What are some alternatives?
backtrader - Python Backtesting library for trading strategies
modelscope - ModelScope: bring the notion of Model-as-a-Service to life.
zipline-trader - Zipline Trader, a Pythonic Algorithmic Trading Library with broker integration
EasyCV - An all-in-one toolkit for computer vision
pyfolio-reloaded - Portfolio and risk analytics in Python
keep - The open-source alert management and AIOps platform
Lean - Lean Algorithmic Trading Engine by QuantConnect (Python, C#)
prompt-engineering - Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
zipline - Zipline, a Pythonic Algorithmic Trading Library
StanfordQuadruped
caffeinated-pandas
alpaca_eval - An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.