1157942086

CVPR2020_Auxiliary_Quantization

Training Quantized Neural Networks with a Full-precision Auxiliary Module

AutoDL

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

Bert-Chinese-Text-Classification-Pytorch

使用Bert，ERNIE，进行中文文本分类

channel-attention

Gluon implementation of channel-attention modules: SE, ECA, GCT

CLUEDatasetSearch

搜索所有中文NLP数据集，附常用英文NLP数据集

dataset-replication-analysis

deit

Official DeiT repository

fedlearner

A multi-party collaborative machine learning framework

filter-grafting

Filter Grafting for Deep Neural Networks(CVPR 2020)

GPU-Efficient-Networks

InvoiceNet

Deep neural network to extract intelligent information from invoice documents.

local-attention

An implementation of local windowed attention for language modeling

Mixture-of-Embedding-Experts

Mixture-of-Embeddings-Experts

model-quantization

Collections of model quantization algorithms

Model_Log

Model Log 是一款基于 Python3 的轻量级机器学习(Machine Learning)、深度学习(Deep Learning)模型训练评估指标可视化工具，可以记录模型训练过程当中的超参数、Loss、Accuracy、Precision、F1值等，并以曲线图的形式进行展现对比，轻松三步即可实现。

Msnhnet

A mini pytorch inference framework which inspired from darknet.

NeXtVLAD.pytorch

Pytorch implementation of NetVlad for classification on UCF101

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

PyHessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

SemCKD

This is the official implementation for the AAAI-2021 paper (Cross-Layer Distillation with Semantic Calibration).

statistic

collecting books, papers and docs.

TextMatch

基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）

vega

AutoML tools chain

video_feature_extractor

Easy to use video deep features extractor

Visualizing-the-Loss-Landscape-of-Neural-Nets