huizhang0110

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

pika

Pure Python RabbitMQ/AMQP 0-9-1 client library

knockknock

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

AI-research-tools

:hammer:AI 方向好用的科研工具

mosesdecoder

Moses, the machine translation system

AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch.

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

Pytorch-Memory-Utils

pytorch memory track code

Learn-CUDA-Programming

Learn CUDA Programming, published by Packt

awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

FasterSeg

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

One-Shot-Object-Detection

Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch

single-path-nas

Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours

mos

Decoupled-attention-network

Pytorch implementation for "Decoupled attention network for text recognition".

DetNAS

pyinn

CuPy fused PyTorch neural networks ops

DeeperCluster

Implements the unsupervised pre-training of convolutional neural networks

Single-Path-One-Shot-NAS

SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.

kiss

Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"

eval-nas

PyTorch Code for "Evaluating the search phase of Neural Architecture Search" @ ICLR 2020

NASP-codes

BinaryConnect

Implementation of BinaryConnect on Pytorch

rnn_darts_fastai

Implement Differentiable Architecture Search (DARTS) for RNN with fastai

DLCA

A pytorch implementation of DLCA