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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

cheat.sh

the only cheat sheet you need

courses

fast.ai Courses

cs231n-2017

assignments of Stanford course -- CS231n: Convolutional Neural Networks for Visual Recognition, Spring 2017.

cs231n.github.io

Public facing notes page

cv

cvpr-2017-abstracts-collection

Collection of CVPR 2017, including titles, links, authors, abstracts and my own comments

cvpr2019

cvpr2019 papers，极市团队整理

deep-residual-networks

Deep Residual Learning for Image Recognition

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow >= 1.2rc0

hosts

:statue_of_liberty:最新可用的google hosts文件。镜像：

leap

LEAP Estimates Animal Pose

leetcode

leetcode

longyang.github.io

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

mgee

2010年写的一个erlang游戏服务端demo

models

Models and examples built with TensorFlow

opencv

Open Source Computer Vision Library

palm

Paddle for Multi-task

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

python-100-days

Python - 100天从新手到大师

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

qt5.12

a QT introduction

shadowsocks-android

A shadowsocks client for Android

sqlmap

Automatic SQL injection and database takeover tool

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

statistical-learning-methods

Implement Statistical Leanring Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现