Stars
Python Data Science Handbook: full text in Jupyter Notebooks
Learn how to design, develop, deploy and iterate on production-grade ML applications.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
A game theoretic approach to explain the output of any machine learning model.
A guidance language for controlling large language models.
Neural Networks: Zero to Hero
Data and code behind the articles and graphics at FiveThirtyEight
This repository contains implementations and illustrative code to accompany DeepMind publications
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
this repository accompanies the book "Grokking Deep Learning"
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…
A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
Flax is a neural network library for JAX that is designed for flexibility.
Recipes for using Python's pandas library
An adversarial example library for constructing attacks, building defenses, and benchmarking both
A scikit-learn compatible neural network library that wraps PyTorch
Simple tutorials using Google's TensorFlow Framework
Efficient Image Captioning code in Torch, runs on GPU
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
A collection of infrastructure and tools for research in neural network interpretability.
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Probabilistic reasoning and statistical analysis in TensorFlow
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Genome modeling and design across all domains of life
A python library for decision tree visualization and model interpretation.
A high performance implementation of HDBSCAN clustering.