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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

algorithmssedgewick

Code from the book "Algorithms" (4th ed.) by Robert Sedgewick and Kevin Wayne (original, and my solutions to exercises).

anomalydetection

Anomaly Detection with R

awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers

awesome-awesomeness

A curated list of awesome awesomeness

awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-public-datasets

An awesome list of (large-scale) public datasets on the Internet. (On-going collection)

awesome-rl

Reinforcement learning resources curated

awesome-sysadmin

A curated list of amazingly awesome open source sysadmin resources inspired by Awesome PHP.

awesome-tryo

A curated list of awesome resources we use at Tryolabs

bayes

一个贝叶斯分类器

bayesian-belief-networks

Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

big-data-resources

:boom:大数据/数据挖掘/推荐系统/机器学习相关资源

bigdata

Introduction to Big Data

blog

CSS魔法 - 博客

book

学习笔记

breeze

Breeze is a numerical processing library for Scala.

caffe

Caffe: a fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cola

A distributed crawling framework.

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

cppcon2014

Speaker materials from CppCon 2014

dat5

General Assembly's Data Science course in Washington, DC

data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

datagotham2013

dataminingalgorithm

数据挖掘中经典的算法实现和详细的注释