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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

awesome-machine-learning

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

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

clusterr

Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering

deep-learning-ocean

:satellite: All You Need to Know About Deep Learning - A kick-starter

deep-learning-papers-reading-roadmap

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

dina

edinbr-gwidgets

Talk on gWidgets2 given to Edinburgh R User Group in January 2016

edm2016

Code for replicating results in our EDM2016 paper

em

EM algorithm

em-1

EM algorithm

em-algorithm

Implementing Expectation-Maximization using MatLab

face_recognition

The world's simplest facial recognition api for Python and the command line

ga

python实现的利用遗传算法求二元函数极值

gdina

GDINA

ggradar

radar charts with ggplot2

hyperdl-tutorial

深度学习教程整理 | 干货

irt_parameter_estimation

Parameter estimation routines for logistic Item Characteristic Curves (ICC) from Item Response Theory (IRT)

jieba

结巴中文分词

keras

Deep Learning for humans

learnpython

以撸代码的形式学习Python

leetcode-python

lihang-code

《统计学习方法》的代码实现

machine-learning-notes

不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

machinelearninglab

Some experiments about Machine Learning

mapest

Maximum A Posteriori estimation for human experiments.

mcmc

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

ml_demo

一些机器学习算法的demo。普通最小二乘法，决策树（Iris鸢尾花数据集），KNN（mnist手写数字数据集），朴素贝叶斯分类西瓜数据集，trec06c数据集垃圾邮件分类（spam），逻辑斯蒂回归，随机梯度下降SGD与全梯度下降的对比，mnist中8和9的二分类，泰坦尼克号数据集。

movierecommendation

UserCF和ItemCF协同过滤推荐算法的实现

movierecommendation-user-and-item

实现了基于用户与基于物品的协同过滤推荐