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algorithms

Minimal examples of data structures and algorithms in Python

awesome

:sunglasses: Curated list of awesome lists

code2015wang.github.io

blog

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-papers-reading-roadmap

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

deep_recommend_system

Deep learning recommend system with TensorFlow

deeplearning-models

各种深度学习结构、模型和技巧的集合

dockerfile-library

images

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

interviews

Everything you need to know to get the job.

java

All Algorithms implemented in Java

java-design-patterns

Design patterns implemented in Java

java8-tutorial

Modern Java - A Guide to Java 8

kdd-cup-99-spark

PySpark solution to the KDDCup99

learnopencv

Learn OpenCV : C++ and Python Examples

leetcode

LeetCode Problems' Solutions

libcstl

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

python

All Algorithms implemented in Python

python-patterns

A collection of design patterns/idioms in Python

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

springboot-learning

Spring Boot教程

springside4

A Spring Framework based, pragmatic style JavaEE application reference architecture.

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等