lda

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）

textrank text-summarization textteaser lda nlg lsi nmf tookit lead3 word-significance

UpdatedJun 17, 2024
Python

JuliaStats /MultivariateStats.jl

Star382

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

statistics julia linear-regression regression pca dimensionality-reduction cca mds lda ridge-regression ols-regression isotonic-regression multivariate-statistics ica

UpdatedJun 5, 2024
Julia

murray-z /text_clustering

Star343

文本聚类（Kmeans、DBSCAN、LDA、Single-pass）

clustering kmeans lda dbscan single-pass

UpdatedMay 12, 2021
Python

a-martyn /ISL-python

Star328

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

bootstrap machine-learning random-forest linear-regression statistical-learning supervised-learning pca logistic-regression boosting-algorithms lda islr bagging

UpdatedJul 20, 2024
Jupyter Notebook

primaryobjects /lda

Sponsor

Star297

LDA topic modeling for node.js

nodejs javascript nlp language machine-learning natural-language-processing node ai topics artificial-intelligence keywords topic-modeling node-js lda

UpdatedAug 20, 2024
JavaScript

yangliuy /LDAGibbsSampling

Star233

Open Source Package for Gibbs Sampling of LDA

java topic topic-modeling lda gibbs-sampling

UpdatedFeb 9, 2020
Java

DanielMartensson /CControl

Star231

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

c machine-learning embedded-systems pca machinelearning control-systems lapack lda optimal-control computervision mkl systemidentification math-kernel-library

UpdatedMar 23, 2025
C

wihoho /FaceRecognition

Star220

Implement face recognition using PCA, LDA and LPP

java pca face-recognition lda eigenfaces fisherfaces lpp

UpdatedNov 3, 2018
Java

luokn /ml

Star183

经典机器学习算法的极简实现

python machine-learning log algorithms numpy svm naive-bayes pca logistic-regression perceptron kmeans adaboost lda gmm knn decision-tree

UpdatedNov 16, 2024
Python

qiang2100 /STTM

Star155

Short Text Topic Modeling, JAVA

topic-modeling lda ptm short-text btm gsdmm gpudmm gpupdmm short-text-clustering satm

UpdatedMay 24, 2020
Java

joewandy /hlda

Star149

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

topic-modeling lda gibbs-sampler hierarchical-topic-models topic-hierarchies

UpdatedDec 8, 2022
Jupyter Notebook

TatevKaren /data-science-popular-algorithms

Star119

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.

machine-learning scala python3 datascience xgboost recommendation-system kmeans lda data-science-portfolio decision-tree linear-discriminant-analysis lda-model movie-recommender