Python code for common Machine Learning Algorithms

A Toolkit for Industrial Topic Modeling

Open Source Package for Gibbs Sampling of LDA

Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

Implement face recognition using PCA, LDA and LPP

文本聚类（Kmeans、DBSCAN、LDA、Single-pass）

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

a repository for my curriculum project

Using advanced control and computer vision techniques in an easy way for embedded

中文文本生成（NLG）之文本摘要（text summarization）工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool or tookit）

Use Python and NLTK to build out your own text classifiers and solve common NLP problems

LDA topic modeling for node.js

Rates the quality of a candidate based on his/her resume using unsupervised approaches

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

Short Text Topic Modeling, JAVA

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

Data Science algorithms and topics that you must know. (Newly Designed) Recommender Systems, Decision Trees, K-Means, LDA, RFM-Segmentation, XGBoost in Python, R, and Scala.

经典机器学习算法的极简实现