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19 stars written in Python
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🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Python 154,177 31,524 Updated Dec 23, 2025

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 96,117 26,346 Updated Dec 24, 2025

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

Python 29,980 5,084 Updated Oct 15, 2023

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…

Python 28,765 8,045 Updated Mar 20, 2024

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Python 27,643 4,876 Updated Aug 18, 2024

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Python 22,983 3,620 Updated Jul 28, 2024

A collection of machine learning examples and tutorials.

Python 8,774 6,449 Updated Sep 18, 2025

Official Matplotlib cheat sheets

Python 7,605 923 Updated Dec 15, 2025

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Python 5,086 889 Updated Dec 20, 2025

N-D labeled arrays and datasets in Python

Python 4,045 1,209 Updated Dec 23, 2025

Turn repositories into Jupyter-enabled Docker images

Python 1,708 383 Updated Dec 10, 2025

Instant access to many datasets in Python.

Python 939 88 Updated Mar 25, 2022

ML-Ensemble – high performance ensemble learning

Python 860 110 Updated Nov 13, 2023

matplotlib extension for vaporwave aesthetics

Python 597 23 Updated Oct 29, 2018

Autoencoder network for learning a continuous representation of molecular structures.

Python 530 148 Updated Aug 2, 2024

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

Python 426 197 Updated Mar 25, 2018

The easy way to write your own flavor of Pandas

Python 312 17 Updated Nov 22, 2025

mglearn helper package for "Introduction to Machine Learning with Python"

Python 239 115 Updated Mar 14, 2024

Code from the article "Drawing Good-looking Trees" in Python Magazine

Python 197 37 Updated May 28, 2024