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⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
A game theoretic approach to explain the output of any machine learning model.
This repository contains implementations and illustrative code to accompany DeepMind publications
The "Python Machine Learning (1st edition)" book code repository and info resource
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Python code for "Probabilistic Machine learning" book by Kevin Murphy
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative ski…
A small library for automatically adjustment of text position in matplotlib plots to minimize overlaps.
ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.
Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.
Biological foundation modeling from molecular to genome scale
Deep Learning for Coders, 2020, the website
https://www.sc-best-practices.org
🍇 GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations
A Python package for exploring and analysing genetic variation data
Exploration of methods for coloring t-SNE.
Maximum likelihood inference of time stamped phylogenies and ancestral reconstruction
GENA-LM is a transformer masked language model trained on human DNA sequence.
Deep learning based processing of Atac-seq data
The compiled, clean (not run) Jupyter notebooks for Elegant SciPy
xHLA: Fast and accurate HLA typing from short read sequence data