Python Data Science Handbook: full text in Jupyter Notebooks

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 ;)

The fastai deep learning library

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

Instruct-tune LLaMA on consumer hardware

TensorFlow Tutorials with YouTube Videos

100 days of algorithms

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

From the basics to slightly more interesting applications of Tensorflow

Plain python implementations of basic machine learning algorithms

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"

Datasets, tools, and benchmarks for representation learning of code.

Materials for my scikit-learn tutorial

Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone

Clinical Knowledge Graph (CKG) is a platform with twofold objective: 1) build a graph database with experimental data and data imported from diverse biomedical databases 2) automate knowledge disco…

Reference mapping for single-cell genomics

GCP for Bioinformatics Researchers

Python computations in science and engineering

dbSNP

Small Dataset Benchmarks on the Dataset of Datasets UCI++

Public data for the book Python for Bioinformatics

Manager for multi-container computing environments

MSKCC Reis-Filho Lab pipeline thingy

Codes and Data for FFPEsig manuscript

Setton, Hadi, Choo et al Nature 2023