baowangmath Goto Github PK

2023-datascience-lectures

Introduction to Data Science - Lectures

air-net

Codes for AIR-Net: Adaptive and implicit regularization neural network for matrix completion

conference-acceptance-rate

Statistics of acceptance rate for the main AI conference

deep-leakage-from-gradients

[NeurIPS 2019] Deep Leakage From Gradients https://arxiv.org/abs/1906.08935

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

dnn-datadependentactivation

The code for the paper: https://arxiv.org/pdf/1802.00168.pdf

dp-lssgd

enresnet

gl-robustness

graph-structured-recurrent-neural-nets-

heavyballnode-1

jax

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

laplaciansmoothing-gradientdescent

The code for the paper: https://arxiv.org/abs/1806.06317

lina-seismic-playground

Machine Learning/ Deep Learning processing Seismic data

ls-mcmc

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

momentumrnn

Code base for MomentumRNN.

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

pod_hbnode

pytorch-custom-cuda-tutorial

Tutorial for building a custom CUDA function for Pytorch

pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

quantum_machine_learning

This is the code for "Quantum Machine Learning" By Siraj Raval on Youtube

rvsm-rgsm-admm

sidechainnet

An all-atom protein structure dataset for machine learning.

srnn_pytorch

srsgd

Code base for SRSGD

torchdyn

A PyTorch based library for all things neural differential equations

vision_transformer

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch