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Deeplearning 500 Questions ⭐ 52,013

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

Machinelearning ⭐ 4,030

My blogs and code for machine learning. http://cnblogs.com/pinard

Lda2vec ⭐ 3,015

Familia ⭐ 2,432

A Toolkit for Industrial Topic Modeling

Dimensionality_reduction_alo_codes ⭐ 1,949

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

Pyldavis ⭐ 1,750

Python library for interactive topic model visualization. Port of the R LDAvis package.

Spark Ml Source Analysis ⭐ 1,710

spark ml 算法原理剖析以及具体的源码实现分析

Nlp Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Ml_notes ⭐ 1,547

机器学习算法的公式推导以及numpy实现

Topic modeling with latent Dirichlet allocation using Gibbs sampling

Machine Learning ⭐ 1,046

机器学习原理

MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.

Scikit Learn Doc Cn ⭐ 711

scikit-learn机器学习库中文文档翻译项目

R package for web-based interactive topic model visualization.

Tomotopy ⭐ 519

Python package of Tomoto, the Topic Modeling Tool

Chinese_keyphrase_extractor ⭐ 502

An off-the-shelf tool for Chinese Keyphrase Extraction 一个快速从中文里抽取关键短语的工具，仅占35M内存 www.jionlp.com

Recommendersystems ⭐ 421

Lightml.jl ⭐ 366

Minimal and clean examples of machine learning algorithms implemented in Julia

Multivariatestats.jl ⭐ 359

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

Yahoo_lda ⭐ 340

Yahoo!'s topic modelling framework using Latent Dirichlet Allocation

Weibo Analyst ⭐ 325

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

Code for Biterm Topic Model (published in WWW 2013)

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

Twitter Lda ⭐ 286

Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)

LDA topic modeling for node.js

啊哈自然语言处理包，提供包括分词、依存句法分析、语义角色标注、自动摘要、语义相似度计算、LDA 主题预测、词云等服务。

Nlg Yongzhuo ⭐ 273

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）

Nlp_bahasa_resources ⭐ 260

A Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia

Ldagibbssampling ⭐ 213

Open Source Package for Gibbs Sampling of LDA

Ccontrol ⭐ 190

Using advanced control techniques in an easy way for embedded - No theory, only practice

Facerecognition ⭐ 190

Implement face recognition using PCA, LDA and LPP

A Java implemention of LDA(Latent Dirichlet Allocation)

DistML provide a supplement to mllib to support model-parallel on Spark

经典机器学习算法的极简实现

Scalable Topic Modeling using Variational Inference in MapReduce

Chinese_nlp ⭐ 153

Chinese Natural Language Processing tools and examples

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

Nipspreview ⭐ 140

Scripts that generate .html to more easily see NIPS papers

Jstarcraft Example ⭐ 140

基于JStarCraft RNS引擎,Spring Boot框架和公共数据集搭建的千人千面演示项目. 系统会根据用户的行为记录,自动调整用户的推荐内容和搜索内容.使用者可以通过该项目了解*推荐系统*与* 涵盖了个性化推荐与个性化搜索2个部分.

Weibo Analysis And Visualization ⭐ 138

使用python抓取微博数据并对微博文本分析和可视化，LDA（树图）、关系图、词云、时间趋势（折线图

Tiny_ml ⭐ 137

numpy 实现的周志华《机器学习》书中的算法及其他一些传统机器学习算法

Gaussian_lda ⭐ 133

Lda Ruby ⭐ 132

A Ruby wrapper for Latent Dirichlet Allocation (LDA).

Machine Learning Notes ⭐ 130

机器学习笔记

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

Experimental Lda ⭐ 123

Dl Text ⭐ 120

Text pre-processing library for deep learning (Keras, tensorflow).

Machinelearningnote ⭐ 114

Streamlda ⭐ 105

Latent Dirichlet Allocation for topic modeling of streamed data sources

Jgibblabeledlda ⭐ 103

Labeled LDA in Java (based on JGibbLDA)

Spectrallda Tensorspark ⭐ 101

Quick summary: This code implements a spectral (third order tensor decomposition) learning method for learning LDA topic model on Spark.

Data Science Popular Algorithms ⭐ 101

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.

Ensemble topic modelling with pLSA

Labeled Lda Python ⭐ 98

Implement of L-LDA Model(Labeled Latent Dirichlet Allocation Model) with python

Texttopicnet ⭐ 92

Self-supervised learning of visual features through embedding images into text topic spaces

Nlp Interview Notes ⭐ 84

📚 专门为自然语言处理(NLP)面试准备的学习笔记与资料

Vbdiarization ⭐ 81

Speaker diarization based on Kaldi x-vectors, tuned for 16k microphone data

Tong Music ⭐ 79

Lyrics and rap lyrics AI-generate system based on GPT-2 and LSTM / 基于GPT-2和LSTM的歌词和说唱歌词创作系统

Lda Topic Modeling ⭐ 78

A PureScript, browser-based implementation of LDA topic modeling.

A library for topic modeling and browsing

Sklearn Feature Engineering ⭐ 78

使用sklearn做特征工程

Harry_potter_nlp ⭐ 77

Harry Potter and the Allocation of Dirichlet

Multilingual Latent Dirichlet Allocation Lda ⭐ 73

A Multilingual Latent Dirichlet Allocation (LDA) Pipeline with Stop Words Removal, n-gram features, and Inverse Stemming, in Python.

Topic Explorer ⭐ 69

System for building, visualizing, and working with LDA topic models

Short Text Topic Modeling, JAVA

A Java package for the LDA and DMM topic models

This implements hierarchical latent Dirichlet allocation, a topic model that finds a hierarchy of topics. The structure of the hierarchy is determined by the data.

Infvoclda ⭐ 67

Online Latent Dirichlet Allocation with Infinite Vocabulary using Variational Inference

An LDA/PLDA estimator using KALDI in python for speaker verification tasks

Sparse Additive Generative Model of Text

Cvpr2019 ⭐ 65

Displays all the 2019 CVPR Accepted Papers in a way that they are easy to parse.

Word2vec Doc2vec ⭐ 65

An extension of word2vec to efficiently represent new text as vectors. New text can be query, sentence and paragraph.

Pydata Nyc 2015 ⭐ 64

📜 Understanding Probabilistic Topic Models with Simulation in Python

Reactivelda ⭐ 62

ReactiveLDA is a fast, lightweight implementation of the Latent Dirichlet Allocation (LDA) algorithm, using a parallel vanilla Gibbs sampling algorithm.

Seededlda ⭐ 62

LDA for semisupervised topic modeling

Tomoto Ruby ⭐ 61

High performance topic modeling for Ruby

6502 cross-assembler with original syntax extensions

Online_twitter_lda ⭐ 60

Detection of microblogs novel events using an online variant of topic model

Textcluster ⭐ 60

短文本聚类预处理模块 Short text cluster

Collabtm ⭐ 60

collaborative topic modeling

Code and data for Sato https://arxiv.org/abs/1911.06311.

Twitterldatopicmodeling ⭐ 58

Uses topic modeling to identify context between follower relationships of Twitter users

Lucene Lda ⭐ 57

Using latent Dirichlet allocation (LDA) in Apache Lucene

BERT, LDA, and TFIDF based keyword extraction in Python

A Python library for topic modeling and visualization

Python 2 & 3 wrapper around the Stanford Topic Modeling Toolbox. Intended to be used for hassle-free supervised topic classification with Labeled Latent Dirichlet Allocation (L-LDA, LLDA, sLDA).

Text Auto Summarization ⭐ 54

文本自动摘要

Topic_models ⭐ 53

implemented : lsa, plsa, lda

Topicsexplorer ⭐ 52

Explore your own text collection with a topic model – without prior knowledge.

Isl Python ⭐ 50

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

Topicmodels ⭐ 49

topics Models extension for Mallet & scikit-learn

topic model visualization

Bigartm Book ⭐ 49

Topic modeling with BigARTM: an interactive book

Lda_thesis ⭐ 49

Hierarchical, multi-label topic modelling with LDA

Online Max-Margin Topic Models for Accurate and Fast Text Classification [release v0.1]

Teal_deer ⭐ 46

Teal deer (from TL;DR) helps you get the gist of all the stuff you need to read, so you don't have to read it all at once.

C++ based DFT program for educational purposes

Datamingingpaper ⭐ 44

基于Django+LayUI+HBase的文献数据挖掘系统的实现

Gaussian Lda Word2vec ⭐ 44

LDA topic modeling with word2vec using gaussian topic distributions for infinite vocabulary

A Latent Dirichlet Allocation implementation in Python.

Related Searches

Python Lda (462)

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