evidently by evidentlyai

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

updated at May 26, 2024, 12:20 p.m.

46 +0

4,737 +27

533 +3

handson-ml by ageron

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

updated at May 26, 2024, 10:06 a.m.

1,087 +0

25,108 +7

12,932 +3

neuraltalk2 by karpathy

Efficient Image Captioning code in Torch, runs on GPU

updated at May 26, 2024, 8:23 a.m.

274 +0

5,462 -4

1,263 +1

pydata-book by wesm

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

updated at May 26, 2024, 8:13 a.m.

1,474 +1

21,438 +37

14,884 +17

introduction_to_ml_with_python by amueller

Notebooks and code for the book "Introduction to Machine Learning with Python"

updated at May 26, 2024, 8:12 a.m.

369 +0

7,229 +6

4,493 +2

pycaret by pycaret

An open-source, low-code machine learning library in Python

updated at May 26, 2024, 3:11 a.m.

131 +0

8,540 +29

1,728 +0

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers by CamDavidsonPilon

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

updated at May 25, 2024, 8:35 p.m.

1,374 +0

26,425 +19

7,825 +1

h2o-3 by h2oai

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

updated at May 25, 2024, 7:58 p.m.

384 +0

6,755 +6

1,991 +2

pandas-cookbook by jvns

Recipes for using Python's pandas library

updated at May 25, 2024, 4:17 p.m.

309 +0

6,508 +6

2,300 +2

fastai by fastai

The fastai deep learning library

updated at May 25, 2024, 3:18 p.m.

611 +0

25,714 +19

7,519 +1

SOMPY by sevamoo

A Python Library for Self Organizing Map (SOM)

updated at May 25, 2024, 2:10 p.m.

33 +0

531 -1

239 +1

scikit-learn-videos by justmarkham

Jupyter notebooks from the scikit-learn video series

updated at May 25, 2024, 2:08 p.m.

349 +0

3,631 +2

2,544 +3

hdbscan by lmcinnes

A high performance implementation of HDBSCAN clustering. http://hdbscan.readthedocs.io/en/latest/

updated at May 25, 2024, 11:26 a.m.

9 +0

93 +1

25 +1

homemade-machine-learning by trekhleb

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

updated at May 25, 2024, 9:42 a.m.

939 +0

22,603 +19

4,001 +2

skorch by skorch-dev

A scikit-learn compatible neural network library that wraps PyTorch

updated at May 24, 2024, 7:55 p.m.

80 +0

5,661 +9

381 +1

comet-examples by comet-ml

Examples of Machine Learning code using Comet.ml

updated at May 24, 2024, 3:05 p.m.

11 +0

139 +0

60 +1

computer-vision-in-action by Charmve

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

updated at May 24, 2024, 9:05 a.m.

36 +0

2,430 +6

367 +0

pattern_classification by rasbt

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

updated at May 24, 2024, 3:33 a.m.

389 -1

4,098 +4

1,287 +0

swift by tensorflow

Swift for TensorFlow

updated at May 23, 2024, 7:17 p.m.

260 +0

6,120 +2

606 +0

open-metric-learning by OML-Team

Library for metric learning pipelines and models.

updated at May 23, 2024, 5:30 p.m.

11 +0

782 +2

54 +0