yaozhewei

yaozhewei.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

HAP

kinto

Mac-style shortcut keys for Linux & Windows.

EditAnything

Edit anything in images powered by segment-anything, ControlNet, StableDiffusion, etc.

transformers_kvcache

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Azure_Setup

setup

MLPruning

MLPruning, PyTorch, NLP, BERT, Structured Pruning

Model_Param_Act_Count

PyHessian_AdaHessian_RiseCamp

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

analyze_ada_hessian

Analyze AdaHessian optimizer on 2D functions.

Inexact_Newton_Method

powernorm

[ICML 2020] code for "PowerNorm: Rethinking Batch Normalization in Transformers" https://arxiv.org/abs/2003.07845

pytorch-benchmarks

NERSC PyTorch benchmarks

tf-resnet-cifar10

TensorFlow implementation of ResNet-110 tested on CIFAR10

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

Custom-Optimizer-in-TensorFlow

Custom Optimizer in TensorFlow(定义你自己的Tensorflow Optimizer)

CS224n-2019-solutions

Solutions for Stanford CS224n, winter, 2019

imgclsmob

Sandbox for training large-scale image classification networks for embedded systems

berkeleydeeprlcourse-homework-pytorch

Assignments for CS294-112 Fall2018 in Pytorch

berkeleydeeprlcourse-homework-pytorch-solution

Solutions for CS294-112 Fall2018 assignments in Pytorch

DeepRL_CS294

My solutions to Berkeley CS294-112 (Deep Reinforcement Learning) in PyTorch

cs294-homework

Assignments for CS294-112.

Non-Convex-Newton

densenet-pytorch

A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)

pytorch-classification

Classification with PyTorch.

tensorflow_learning

CNN_Implement

This is an emplement of CNNs after learning CS2231n from Stanford

SHF_Implement

The reproduction of Sto-HF method