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Topic: polars
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stefan-jansen/machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

Stack
Jupyter Notebook Jupyter pytest PEP 517 uv
GitHub topics
#algorithmic-trading #artificial-intelligence #backtesting #data-science #deep-learning #finance
Updated
2026-07-01
Lists
1 list mention
First commit
2019-02-08
History
2 history points
License
MIT
Issues
1 open
Sign in to like stefan-jansen/machine-learning-for-trading
19,494
stars
Forks
5,359
Commits
362 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
lk-geimfari/mimesis

Mimesis is a fast Python library for generating fake data in multiple languages.

Stack
Python pytest pip uv
GitHub topics
#data #dataframe #datascience #dummy #factory #factory-boy
Updated
2026-04-08
Lists
1 list mention
First commit
2016-09-11
History
7 history points
License
MIT
Issues
19 open
Sign in to like lk-geimfari/mimesis
4,824
stars
Forks
359
Commits
2,710 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
functime-org/functime

Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.

Stack
Python pytest Cargo uv
GitHub topics
#feature-engineering #forecasting #machine-learning #panel-data #polars #python
Updated
2026-05-03
Lists
1 list mention
First commit
2023-06-05
History
2 history points
License
Apache-2.0
Issues
56 open
Sign in to like functime-org/functime
1,181
stars
Forks
64
Commits
632 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
azukds/tubular

Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.

Stack
Python pytest PEP 517 pip
GitHub topics
#data-science #data-transformation #feature-engineering #machine-learning #narwhals #pandas
Updated
2026-07-06
Lists
1 list mention
First commit
2021-04-23
History
6 history points
License
BSD-3-Clause
Issues
67 open
Sign in to like azukds/tubular
103
stars
Forks
27
Commits
2,436 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
yupoet/aurumq-rl

RL stock selection for China A-share — bundled polars-native factor library (105 Alpha101 + 191 GTJA Alpha191 = 296 factors), board-aware price limits, GPU train + ONNX CPU infer, MIT-licensed.

AI dev
Stack
Python Next.js pytest React Tailwind CSS npm PEP 517 uv
GitHub topics
#a-share #algorithmic-trading #alpha101 #alpha191 #china-stock-market #factor-investing
Updated
2026-07-03
Lists
1 list mention
First commit
2026-04-27
History
2 history points
License
NOASSERTION
Issues
15 open
Sign in to like yupoet/aurumq-rl
18
stars
Forks
3
Commits
241 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
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