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trekhleb/homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Updated
2025-11-23
Lists
2 list mentions
First commit
2018-11-01
History
5 history points
License
MIT
Issues
31 open
Forks
4,192
Commits
255 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Data-Centric-AI-Community/fg-data-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Updated
2026-04-22
Lists
2 list mentions
First commit
2016-01-09
History
60 history points
License
MIT
Issues
324 open
Forks
1,796
Commits
1,585 commits
Star growth, last 7 days
+6 0.0%
Commit velocity, last 7 days
0 0.0%
evidentlyai/evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Updated
2026-05-02
Lists
4 list mentions
First commit
2020-11-25
History
7 history points
License
Apache-2.0
Issues
284 open
Forks
877
Commits
2,795 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
tensorflow/lucid

A collection of infrastructure and tools for research in neural network interpretability.

Archived
Updated
2023-02-06
Lists
1 list mention
First commit
2018-01-25
History
7 history points
License
Apache-2.0
Issues
84 open
Forks
645
Commits
667 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
microsoft/FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

AI dev
Updated
2026-07-16
Lists
1 list mention
First commit
2020-12-04
History
5 history points
License
MIT
Issues
183 open
Forks
558
Commits
881 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
deepchecks/deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Updated
2025-12-28
Lists
3 list mentions
First commit
2021-10-11
History
7 history points
License
NOASSERTION
Issues
263 open
Forks
300
Commits
1,504 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
gee-community/geemap

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

Updated
2026-07-11
Lists
2 list mentions
First commit
2020-03-08
History
7 history points
License
MIT
Issues
45 open
Forks
1,145
Commits
2,320 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
ml-tooling/ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Updated
2024-07-26
Lists
3 list mentions
First commit
2019-05-27
History
6 history points
License
Apache-2.0
Issues
0 open
Forks
458
Commits
847 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
e2b-dev/code-interpreter

Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app

Updated
2026-07-21
Lists
2 list mentions
First commit
2024-03-11
History
6 history points
License
Apache-2.0
Issues
25 open
Forks
221
Commits
907 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
gavinkhung/machine-learning-visualized

ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy

Updated
2026-07-08
Lists
0 list mentions
First commit
2025-03-18
History
56 history points
License
MIT
Issues
1 open
Forks
159
Commits
28 commits
Star growth, last 7 days
+36 +2.1%
Commit velocity, last 7 days
0 0.0%
firmai/machine-learning-asset-management

Machine Learning in Asset Management (by @firmai)

Updated
2021-12-17
Lists
1 list mention
First commit
2019-07-16
History
3 history points
License
Unknown
Issues
2 open
Forks
467
Commits
77 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
jupyter/nbgrader

A system for assigning and grading notebooks

Updated
2026-06-16
Lists
1 list mention
First commit
2014-09-13
History
2 history points
License
BSD-3-Clause
Issues
287 open
Forks
339
Commits
3,470 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
sagemathinc/cocalc

CoCalc: Collaborative Calculation in the Cloud

AI dev
Updated
2026-07-03
Lists
1 list mention
First commit
2012-04-06
History
2 history points
License
NOASSERTION
Issues
1,503 open
Forks
231
Commits
46,101 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
rsvp/fecon235

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

Updated
2023-01-20
Lists
1 list mention
First commit
2014-11-09
History
3 history points
License
NOASSERTION
Issues
3 open
Forks
348
Commits
304 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
man-group/notebooker

Productionise & schedule your Jupyter Notebooks as easily as you wrote them.

AI dev
Updated
2026-07-09
Lists
0 list mentions
First commit
2020-02-28
History
32 history points
License
AGPL-3.0
Issues
37 open
Forks
92
Commits
388 commits
Star growth, last 7 days
-1 -0.1%
Commit velocity, last 7 days
0 0.0%
thombashi/sqlitebiter

A CLI tool to convert CSV / Excel / HTML / JSON / Jupyter Notebook / LDJSON / LTSV / Markdown / SQLite / SSV / TSV / Google-Sheets to a SQLite database file.

Updated
2026-04-13
Lists
0 list mentions
First commit
2016-05-04
History
26 history points
License
MIT
Issues
12 open
Forks
49
Commits
1,189 commits
Star growth, last 7 days
-1 -0.1%
Commit velocity, last 7 days
0 0.0%
tradingstrategy-ai/getting-started

Start developing and backtesting your own automated trading strategies

AI dev
Updated
2026-07-18
Lists
1 list mention
First commit
2024-04-29
History
3 history points
License
Unknown
Issues
4 open
Forks
37
Commits
396 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
blobcity/python-for-data-science

A collection of Jupyter Notebooks for learning Python for Data Science.

Updated
2021-02-28
Lists
0 list mentions
First commit
2020-08-12
History
32 history points
License
Apache-2.0
Issues
2 open
Forks
24
Commits
47 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
saccofrancesco/deepshot

AI-powered NBA game outcome predictor that uses advanced team stats and trend-based features to forecast winners and track model performance

Updated
2026-07-26
Lists
0 list mentions
First commit
2025-03-19
History
56 history points
License
MIT
Issues
0 open
Forks
22
Commits
1,198 commits
Star growth, last 7 days
+1 +0.6%
Commit velocity, last 7 days
+5 +0.4%
ma-shamshiri/Spam-Detector

This project presents a Python-based spam detector program that utilizes the Naive Bayes approach to classify emails as either spam or ham. The system is designed to accurately and efficiently identify spam messages, providing a useful tool for individuals and organizations seeking to manage their email inboxes more effectively.

Updated
2022-08-21
Lists
1 list mention
First commit
2020-05-13
History
1 history point
License
Unknown
Issues
0 open
Forks
115
Commits
119 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
daspartho/is-it-huggable

An image classifier to classify things as huggable or not.

Updated
2023-11-28
Lists
1 list mention
First commit
2022-08-23
History
5 history points
License
Apache-2.0
Issues
2 open
Forks
0
Commits
12 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
lukeslp/meteorites-ufos-detection-bias

Meteorites vs UFOs: Detection Bias Study - 1,279 records, temporal+state+meteorite detail

Updated
2026-06-21
Lists
1 list mention
First commit
2026-02-18
History
5 history points
License
CC0-1.0
Issues
0 open
Forks
0
Commits
6 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history