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ai_java

alexnet

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

Bug-tracking for Jeff's algorithms book, notes, etc.

algorithms_and_data_structures

180+ Algorithm & Data Structure Problems using C++

awesome

😎 Awesome lists about all kinds of interesting topics

awesome-cpp

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-learning-papers

The most cited deep learning papers

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-pytorch-list

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

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

awesome-tensorflow

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

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bigdata

books

一些常见的书籍pdf或者视频

c-plus-plus

All Algorithms implemented in C++

caffe

Caffe: a fast open framework for deep learning.

class-ml

cmu_11785_deep_learning_code

coding-interview-university

A complete computer science study plan to become a software engineer.

computer-vision

cs-video-courses

List of Computer Science courses with video lectures.

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-tricks

Enumerate diverse machine learning training tricks.

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

designpatterns

C++ 设计模式

effectivetensorflow

TensorFlow tutorials and best practices.

expert-python-programming_second-edition

Become an ace Python programmer by learning best coding practices and advance-level concepts with Python 3.5