bpesquet

Baptiste Pesquet's starred repositories

mlbook

Repository for the free online book Machine Learning from Scratch (link below!)

Language:Jupyter NotebookMIT108700

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Language:PythonMIT1975300

launch-cheatsheet

how smart people launch things - collected advice for beginner indiehackers, focused on pricing, landing pages, and everything else that you need going up to a launch.

MIT85200

ml-glossary

Machine learning glossary

Language:PythonMIT300200

AlphaZero.jl

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

Language:JuliaMIT123200

effectivepython

Effective Python: Second Edition — Source Code and Errata for the Book

Language:Python222500

jupyter-black

Black formatter for Jupyter Notebook

Language:JavaScriptBSD-3-Clause44100

seai

CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)

Language:Jupyter NotebookNOASSERTION37100

machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

Language:Jupyter NotebookMIT163600

DLFS_code

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

Language:Jupyter NotebookMIT48100

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.02966800

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Language:Jupyter NotebookMIT989000

CNN-from-Scratch

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

Language:PythonGPL-3.026700

advanced-deep-learning-with-python

Advanced Deep Learning with Python

Language:Jupyter NotebookMIT10900

PRML

PRML algorithms implemented in Python

Language:Jupyter NotebookMIT1137000

fastbook

The fastai book, published as Jupyter Notebooks

Language:Jupyter NotebookNOASSERTION2142900

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

Language:PythonMIT7506000

Tutorials

Python data science and machine learning from Ted Petrou with Dunder Data

Language:Jupyter NotebookGPL-3.05300

vanillawebprojects

Mini projects built with HTML5, CSS & JavaScript. No frameworks or libraries

Language:JavaScript1552200

thinc

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

Language:PythonMIT281400

python-sample-tweeterapp

Sample Django+React+Postgres application for use in Visual Studio Code and Azure

Language:PythonMIT10800

react-native-crash-course

The React Native crash course by Wix is a self-learning course designed to help you learn everything you need to know before diving into writing production code in React Native.

Language:JavaScript53700