GitHub topics: topic-model
jonaschn/awesome-topic-models
✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)
Size: 53.7 KB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 94 - Forks: 7
AnFreTh/STREAM
A versatile Python package engineered for seamless topic modeling, topic evaluation, and topic visualization. Ideal for text analysis, natural language processing (NLP), and research in the social sciences, STREAM simplifies the extraction, interpretation, and visualization of topics from large, complex datasets.
Language: Python - Size: 228 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 37 - Forks: 9
ddangelov/RESTful-Top2Vec
Expose a Top2Vec model with a REST API.
Language: Python - Size: 243 KB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 89 - Forks: 20
JonasRieger/ldaPrototype
Determine a Prototype from a number of runs of Latent Dirichlet Allocation.
Language: R - Size: 799 KB - Last synced at: 5 days ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 1
JoeZJH/Labeled-LDA-Python
Implement of L-LDA Model(Labeled Latent Dirichlet Allocation Model) with python
Language: Python - Size: 316 KB - Last synced at: 18 days ago - Pushed at: almost 3 years ago - Stars: 121 - Forks: 31
JonasRieger/rollinglda
A rolling version of the Latent Dirichlet Allocation.
Language: R - Size: 1.19 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 3
silviatti/topic-model-diversity
A collection of topic diversity measures for topic modeling
Language: Python - Size: 30.3 KB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 44 - Forks: 5
lasy/alto
'alto' is an R package that aligns topics from different LDA models, computes metrics for quantifying the goodness of alignment, and provides visualization functions to explore the alignment and robustness of topics across environments or LDA hyper-parameters.
Language: R - Size: 44.1 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 14 - Forks: 3
ciCciC/RecommendationSysTopicModel
TV-content Recommendation System using Topic Model for content-based filtering and AI-powered search along with custom algorithms. Additionally, simulation of user behavior.
Language: Java - Size: 55.3 MB - Last synced at: 11 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
patrikeh/go-topics
Latent Dirichlet Allocation
Language: Go - Size: 3.78 MB - Last synced at: 10 months ago - Pushed at: about 3 years ago - Stars: 30 - Forks: 5
ContentsViewer/ContentsPlanet
ContentsPlanet is integrative with other systems via the OS standard file system, using outline-based content writing and management based on topic model across directories.
Language: PHP - Size: 9.51 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 3
masaki9/CORD19
COVID-19 Transmission Analysis with Topic Modelling, Word2Vec, and Recommendation System
Language: Python - Size: 43.3 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
BobXWu/NQTM
Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).
Language: Python - Size: 267 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 40 - Forks: 5
BobXWu/TSCTM
Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)
Language: Roff - Size: 388 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 3
BobXWu/NMTM
Code for Learning Multilingual Topics with Neural Variational Inference (NLPCC2020)
Language: Python - Size: 2.24 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 1
RyanSKJ/word2vec-guided-lda
LDA topic model guided by word2vec's semantic relationship -- about my undergraduate graduation thesis of "educational informatization"
Language: Python - Size: 255 KB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0
WHUIR/PDMM
The java implementation of "Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings" TOIS 2017, Chenliang Li, Yu Duan, Haoran Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma, https://dl.acm.org/citation.cfm?doid=3133943.3091108
Language: Java - Size: 18.3 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 3
rktamplayo/AutoSense
[AAAI2019] AutoSense Model for Word Sense Induction
Language: Java - Size: 5.06 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 13 - Forks: 5
rktamplayo/MicroASM
[ICDM2017] Aspect Sentiment Model for Micro Reviews
Language: Java - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 4
BobXWu/DecTM
Code for Discovering Topics in Long-tailed Corpora with Causal Intervention (ACL findings2021)
Language: Python - Size: 5.86 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 3
aarsh-shroff/topicrecommender
A tool to help up and coming bloggers find trending content in their niche to maximize their traffic and engagement
Language: Python - Size: 188 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
thisisyichenzhang/DeltaTopic Fork of causalpathlab/DeltaTopic
Dynamically-Encoded Latent Transcriptomic pattern Analysis by Topic modeling
Size: 20.5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
chainsawriot/rectr
💒 Reproducible Extraction of Cross-lingual Topics using R
Language: R - Size: 87.7 MB - Last synced at: about 22 hours ago - Pushed at: almost 2 years ago - Stars: 20 - Forks: 5
christianrfg/tm_metrics
Quality Metrics for Topic Modeling
Language: Python - Size: 1.16 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 2
ZZy979/CDL-LDA
Cross-Domain Labeled LDA (CDL-LDA)
Language: Python - Size: 48.8 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
seiichiinoue/cstm
implementation of continuous space topic model for modeling text through gaussian processes
Language: C++ - Size: 1.02 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0
WHUIR/SMTM
This is the java implementation of paper "Multi-label Dataless Text Classification with Topic Modeling", Daochen Zha, Chenliang Li, https://arxiv.org/abs/1711.01563
Language: Java - Size: 6.07 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1
WHUIR/GSDMM
Our implementation of collapsed Gibbs Sampling algorithm for Dirichlet Multinomial Mixture model(GSDMM) (published in KDD 2014)
Language: Java - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 3
WHUIR/STM
The implementation of 'Effective Document Labeling with Very Few Seed Words: A Topic Modeling Approach', Chenliang Li, Jian Xing, Aixin Sun, Zongyang Ma, https://doi.org/10.1145/2983323.2983721
Language: Java - Size: 4.22 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 3
BobXWu/Multiterm-Topic-Model
Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)
Language: Java - Size: 271 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 12 - Forks: 4
WHUIR/GPUDMM
The implementation of GPU-based Dirichlet Multinomial Mixture model (GPU-DMM) (published in SIGIR 2016)
Language: Java - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 7
seiichiinoue/recomapp
api of recommendation engine for my blog
Language: Python - Size: 2.37 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
WHUIR/DFC
The java implementation of "Seed-Guided Topic Model for Document Filtering and Classification ", TOIS 2018.
Language: Java - Size: 33.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 4
librairy/api
automatic creation of probabilistic topic models as web services with RESTful interface
Language: Jupyter Notebook - Size: 6.22 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1
USAvian/conservationplans
Toying around with text mining and topic modelling of conservation plans
Language: R - Size: 59.7 MB - Last synced at: about 23 hours ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
vincent-thompson/nature_article_recommender
Content-based recommender system for scientific research articles, with Dash application for browsing 100+ subdomains developed through extensive NMF topic modeling.
Language: Jupyter Notebook - Size: 110 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
guoguocai/HillaryEmail
This is an example of machine-learning for LDA, data is derived from Hilary's mails.
Language: Python - Size: 82 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 4
warmlogic/TOM Fork of AdrienGuille/TOM
A library for topic modeling and browsing
Language: Python - Size: 8.1 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
dokooh/epinions_annoreview_dataset
Epinions Annotated Reviews Dataset
Size: 523 KB - Last synced at: about 2 years ago - Pushed at: about 10 years ago - Stars: 4 - Forks: 0
