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5-day-data-cleaning

5-Day Data Challenge

adversarialnetspapers

The classical paper list with code about generative adversarial nets

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

algorithms

A collection of algorithms

assignment

awesome-pytorch-list

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

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

basicsr

Basic Super-Resolution codes for development. Includes ESRGAN, SFT-GAN for training and testing.

cdcs

Chinese Data Competitions' Solutions

codility

Solutions to exercises and tests at http://codility.com/

codility-python

A number of golden (100%) codility solutions written in Python

codingexercise

PythonCodingExercise

cs_must

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

datasciencelibrary

dbda-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

deep-learning-for-tracking-and-detection

Collection of papers and other resources for object tracking and detection using deep learning

deep-learning-with-pytorch

Deep Learning with PyTorch, published by Packt

deeplearningexercises

digital_image_processing

EE368/CS232: Digital Image Processing (Python)

ethnicolr

Predict Race and Ethnicity Based on the Sequence of Characters in a Name

gans-awesome-applications

Curated list of awesome GAN applications and demo

handong1587.github.io

interview-notebook

:books: 技术面试需要掌握的基础知识整理

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

itarticles

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine-learning-101

A repository related to datasets for Machine Learning.

machine-learning-notes

周志华《机器学习》手推笔记