HuiZhang's repositories
awesome-algorithm
LeetCode, HackRank, 剑指offer, classic algorithm implementation
Play-Leetcode
My Solutions to Leetcode problems. All solutions support C++ language, some support Java and Python. Multiple solutions will be given by most problems. Enjoy:) 我的Leetcode解答。所有的问题都支持C++语言，一部分问题支持Java语言。近乎所有问题都会提供多个算法解决。大家加油！：）
AI-Job-Notes
AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）
aster.pytorch
ASTER in Pytorch
autokeras
Accessible AutoML for deep learning.
BERT-pytorch
Google AI 2018 BERT pytorch implementation
BERT-related-papers
BERT-related papers
deep-person-reid
Deep learning person re-identification in PyTorch.
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
estimator
TensorFlow Estimator
ExtremeNet
Bottom-up Object Detection by Grouping Extreme and Center Points
FCOS
FCOS: Fully Convolutional One-Stage Object Detection
flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
M2Det
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network
MaskTrackRCNN
Open MMLab Detection Toolbox with PyTorch
morph-net
Fast & Simple Resource-Constrained Learning of Deep Network Structure
NCRFpp
NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)
neural-network
Convolutional Neural Network with CUDA (MNIST 99.23%)
nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
Python
All Algorithms implemented in Python
pytorch-center-loss
Pytorch implementation of Center Loss
RandWireNN
Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
reid_baseline
sota of reid model
Single-Path-One-Shot-NAS
SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.
sparse_attention
Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"
torchcv
A PyTorch-Based Framework for Deep Learning in Computer Vision
torchstat
Model analyzer in PyTorch