mengxiangming Goto Github PK

ai-physics-brain

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

approximate-inference

demo of expectation propagation for a toy example

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-rl

Reinforcement learning resources curated

bad_gvamp_code

Code for "Bilinear Adaptive Generalized Vector Approximate Message Passing", IEEE Access, 2018.

bayesbinn

Code for BayesBiNN

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace and more

bayesian-optimization

Python code for bayesian optimization using Gaussian processes

bayesiantn

Bayesian tensor network

bayesnewton

Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's algorithm.

bert-pytorch

Google AI 2018 BERT pytorch implementation

binarized-neural-networks-using-pytorch

Pytorch Implementation using Binary Weighs and activation.Accuracies are comparable .

boltzmann.jl

Restricted Boltzmann Machines in Julia

conference-website-template

Simple HTML/CSS website template for a small academic/tech conference

consistency_models

Official repo for consistency models.

csgm-mri-langevin

ddrm

debuggabledeepnetworks

deep-belief-network-pytorch

This repository has implementation and tutorial for Deep Belief Network

deep-residual-networks

Deep Residual Learning for Image Recognition

deep_learning_and_the_game_of_go

Code and other material for the book "Deep Learning and the Game of Go"

deepbayes-2019

Practical assignments of the Deep|Bayes summer school 2019

dive-into-dl-pytorch

Dive into Deep Learning (动手学深度学习) with PyTorch.

dmps

dmps code

dpm-solver

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

elasticgnn

Official implementation of the ICML2021 paper "Elastic Graph Neural Networks"

estool

Evolution Strategies Tool

fastbook

The fastai book, published as Jupyter Notebooks

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts