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ai-interview-cards

最完整的AI算法面试题目仓库，1000道，25个类目

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

benchmarking-chinese-text-recognition

This repository contains datasets and baselines for benchmarking Chinese text recognition.

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert-pytorch

Google AI 2018 BERT pytorch implementation

brew

🍺 The missing package manager for macOS (or Linux)

businessbackgroundcrawl

获取商家后台数据

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

cleanlab

The standard package for machine learning with noisy labels, finding mislabeled data, and uncertainty quantification. Works with most datasets and models.

codespacestest

crawl_project

爬取饿了么城市数据

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

dailydataanalysis

日常数据分析

datastructure_python

数据结构 python版本

east

A tensorflow implementation of EAST text detector

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

free-api

收集免费的接口服务,做一个api的搬运工

handong1587.github.io

hugo

The world’s fastest framework for building websites.

imgaug

Image augmentation for machine learning experiments.

it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

meal-v2

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

ml_pseudo_code

机器学习伪代码

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

mmediting

MMEditing is a low-level vision toolbox based on PyTorch, supporting super-resolution, inpainting, matting, video interpolation, etc.

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.