vimalthilak

mlx

MLX: An array framework for Apple silicon

ml-stable-diffusion

Stable Diffusion with Core ML on Apple Silicon

ml-resources

Personal and biased selection of ML resources

neural-tangents

Fast and Easy Infinite Neural Networks in Python

jax-md

Differentiable, Hardware Accelerated, Molecular Dynamics

autodidact

A pedagogical implementation of Autograd

edward2

A simple probabilistic programming language.

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

CommonLoopUtils

CLU lets you write beautiful training loops in JAX.

mnist-c

python-patterns

A collection of design patterns/idioms in Python

grad-cnns

Code and manuscript for "Efficient Per-Example Gradient Computations in Convolutional Neural Networks"

confuse

painless YAML config files for Python

se3cnn

Euclidean Neural Networks

afm_cvpr2019

Official implementation of paper "Learning Attraction Field Map for Robust Line Segment Detection" (CVPR 2019)

matlabPyrTools

MatLab tools for multi-scale image processing, including Laplacian pyramids, Wavelets, and Steerable Pyramids

Nexar-Visual-Localization

handson-ml

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

pytorch-es

Evolution Strategies in PyTorch

pytorch_spline_conv

Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch

pytorch_geometric

Graph Neural Network Library for PyTorch

convnet-aig

PyTorch implementation for Convolutional Networks with Adaptive Inference Graphs

PyTorch-LBFGS

A PyTorch implementation of L-BFGS.

Python

All Algorithms implemented in Python

leetcode_script

leetcode 题解更新脚本

interview

Interview questions

coding

algorithms

Minimal examples of data structures and algorithms in Python

tbboci-3rd-edition-python

Source code for the problems in The Big Book of Coding Interviews 3rd edition in Python