Topic: topic-modeling Goto Github

👇 Here are 1685 public repositories matching this topic...

bab2min / tomotopy
topic-modeling,Python package of Tomoto, the Topic Modeling Tool
User: bab2min
Home Page: https://bab2min.github.io/tomotopy
topic-modeling latent-dirichlet-allocation hierarchical-dirichlet-processes nlp pachinko-allocation dirichlet-multinomial-regression python-library correlated-topic-model supervised-lda topic-models

baidu / familia
topic-modeling,A Toolkit for Industrial Topic Modeling
Organization: baidu
topic-modeling topic-models lda sentence-lda twe nlp

bigartm / bigartm
topic-modeling,Fast topic modeling platform
Organization: bigartm
Home Page: http://bigartm.org/
topic-modeling c-plus-plus python bigartm regularizer python-api text-mining machine-learning bigdata

binoydutt / resume-job-description-matching
topic-modeling,The purpose of this project was to defeat the current Application Tracking System used by most of the organization to filter out resumes. In order to achieve this goal I had to come up with a universal score which can help the applicant understand the current status of the match. The following steps were undertaken for this project 1) Job Descriptions were collected from Glass Door Web Site using Selenium as other scrappers failed 2) PDF resume parsing using PDF Miner 3) Creating a vector representation of each Job Description - Used word2Vec to create the vector in 300-dimensional vector space with each document represented as a list of word vectors 4) Given each word its required weights to counter few Job Description specific words to be dealt with - Used TFIDF score to get the word weights. 5) Important skill related words were given higher weights and overall mean of each Job description was obtained using the product for word vector and its TFIDF scores 6) Cosine Similarity was used get the similarities of the Job Description and the Resume 7) Various Natural Language Processing Techniques were identified to suggest on the improvements in the resume that could help increase the match score
User: binoydutt
machine-learning natural-language-processing python topic-modeling

bobxwu / topmost
topic-modeling,A Topic Modeling System Toolkit
User: bobxwu
Home Page: https://topmost.readthedocs.io/
library neural-topic-models package toolkit topic-modeling topic-modeling-analysis nlp nlp-library nlp-machine-learning neural-topic-modeling

chtmp223 / topicgpt
topic-modeling,Code & Prompts for TopicGPT paper
User: chtmp223
python topic-modeling

cohere-ai / sandbox-topically
topic-modeling,Topic modeling helpers using managed language models from Cohere. Name text clusters using large GPT models.
Organization: cohere-ai
Home Page: https://discord.gg/co-mmunity
machine-learning nlp python topic-modeling

contextlab / hypertools
topic-modeling,A Python toolbox for gaining geometric insights into high-dimensional data
Organization: contextlab
Home Page: http://hypertools.readthedocs.io/en/latest/
data-visualization high-dimensional-data python topic-modeling text-vectorization data-wrangling visualization time-series

cpsievert / ldavis
topic-modeling,R package for web-based interactive topic model visualization.
User: cpsievert
topic-modeling r javascript visualization text-mining

cschwem2er / stminsights
topic-modeling,A Shiny Application for Inspecting Structural Topic Models
User: cschwem2er
Home Page: https://cschwem2er.github.io/stminsights
r natural-language-processing topic-modeling shiny

datquocnguyen / lftm
topic-modeling,Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)
User: datquocnguyen
topic-modeling gibbs-sampling word-embeddings short-text

ddangelov / top2vec
topic-modeling,Top2Vec learns jointly embedded topic, document and word vectors.
User: ddangelov
topic-modeling word-embeddings document-embedding topic-vector topic-search text-search text-semantic-similarity topic-modelling semantic-search bert

ddbourgin / numpy-ml
topic-modeling,Machine learning, in numpy
User: ddbourgin
Home Page: https://numpy-ml.readthedocs.io/
machine-learning neural-networks topic-modeling gaussian-mixture-models hidden-markov-models gradient-boosting bayesian-inference wavenet vae resnet

dice-group / palmetto
topic-modeling,Palmetto is a quality measuring tool for topics
Organization: dice-group
topic-modeling evaluation topic-coherence

dipanjans / learning-social-media-analytics-with-r
topic-modeling,This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt
User: dipanjans
social-media social-network-analysis social-data analytics facebook twitter github foursquare r stackoverflow stackexchange flickr news guardian sentiment-analysis text-mining ggplot2 topic-modeling

dirkhovy / text_analysis_for_social_science
topic-modeling,Code for the CUP Elements on text analysis in Python for social scientists
User: dirkhovy
Home Page: https://doi.org/10.1017/9781108873352
text-analysis social-sciences analysis classification-models clustering data-analysis embeddings topic-modeling neural-networks prediction

dondealban / learning-stm
topic-modeling,Learning structural topic modeling using the stm R package.
User: dondealban
automated-content-analysis machine-learning stm text-analysis topic-modeling

dongrixinyu / chinese_keyphrase_extractor
topic-modeling, 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
User: dongrixinyu
keyphrase-extraction topic-modeling pkuseg

dselivanov / text2vec
topic-modeling,Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
User: dselivanov
Home Page: http://text2vec.org
word2vec text-mining natural-language-processing glove vectorization topic-modeling word-embeddings latent-dirichlet-allocation

fingeredman / teanaps
topic-modeling,자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.
User: fingeredman
text-mining korean-nlp korean-text-processing nlp text-processing python data-mining python-package google-colabotory teanaps

gregversteeg / corex_topic
topic-modeling,Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
User: gregversteeg
python machine-learning unsupervised-learning topic-modeling information-theory

hugochan / kate
topic-modeling,Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"
User: hugochan
autoencoder representation-learning text-mining topic-modeling word-embedding text-embedding deep-learning

jasonkessler / scattertext
topic-modeling,Beautiful visualizations of how language differs among document types.
User: jasonkessler
nlp d3 word-embeddings machine-learning natural-language-processing visualization word2vec text-visualization text-mining japanese-language

jmartinezheras / 2018-machinelearning-lectures-esa
topic-modeling,Machine Learning Lectures at the European Space Agency (ESA) in 2018
User: jmartinezheras
machinelearning machine-learning linear-regression support-vector-machines decision-trees random-forest neural-network deep-learning clustering pca

joewandy / hlda
topic-modeling,Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model
User: joewandy
gibbs-sampler hierarchical-topic-models lda topic-modeling topic-hierarchies

joezjh / labeled-lda-python
topic-modeling, Implement of L-LDA Model(Labeled Latent Dirichlet Allocation Model) with python
User: joezjh
labeled-lda python llda python2 python27 incremental-update topic-modeling gibbs-sampling topic-model llda-model

laserwave / topic_models
topic-modeling,implemented : lsa, plsa, lda
User: laserwave
topic-modeling topic-models

lettier / lda-topic-modeling
topic-modeling,A PureScript, browser-based implementation of LDA topic modeling.
User: lettier
Home Page: https://lettier.com/lda-topic-modeling
lda topic-modeling data-science natural-language-processing nlp nlp-machine-learning purescript thermite machine-learning bayesian gibbs-sampling latent-dirichlet-allocation functional-programming clustering reactive-programming reactive machine-learning-algorithms bulma bulma-css text-mining

lmcinnes / enstop
topic-modeling,Ensemble topic modelling with pLSA
User: lmcinnes
topic-modeling plsa dimensionality-reduction matrix-factorization

maartengr / bertopic
topic-modeling,Leveraging BERT and c-TF-IDF to create easily interpretable topics.
User: maartengr
Home Page: https://maartengr.github.io/BERTopic/
bert transformers topic-modeling sentence-embeddings nlp machine-learning topic ldavis topic-modelling topic-models

maartengr / concept
topic-modeling,Concept Modeling: Topic Modeling on Images and Text
User: maartengr
Home Page: https://maartengr.github.io/Concept/
nlp topic-modeling computer-vision image-processing

machine-intelligence-laboratory / topicnet
topic-modeling,Interface for easier topic modelling.
Organization: machine-intelligence-laboratory
Home Page: https://machine-intelligence-laboratory.github.io/TopicNet
bigartm-library topic-modelling custom-score modalities pypi topic-modeling multimodal-learning multimodal-data document-representation

maxent-ai / converse
topic-modeling,Conversational text Analysis using various NLP techniques
Organization: maxent-ai
nlp text text-mining pytorch transformers huggingface spacy machine-learning conversational-ai nlu

milanlproc / contextualized-topic-models
topic-modeling,A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
Organization: milanlproc
topic-modeling bert transformer embeddings text-as-data topic-coherence multilingual-topic-models multilingual-models neural-topic-models nlp nlp-library nlp-machine-learning

mind-lab / octis
topic-modeling,OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
Organization: mind-lab
topic-modeling latent-dirichlet-allocation latent-semantic-analysis evaluation-metrics natural-language-processing non-negative-matrix-factorization neural-topic-models bayesian-optimization hyperparameter-optimization hyperparameter-tuning

nomic-ai / nomic
topic-modeling,Interact, analyze and structure massive text, image, embedding, audio and video datasets
Organization: nomic-ai
Home Page: https://atlas.nomic.ai
python clustering duplicate-detection embeddings text topic-modeling unstructured-data

osainz59 / ask2transformers
topic-modeling,A Framework for Textual Entailment based Zero Shot text classification
User: osainz59
Home Page: https://osainz59.github.io/Ask2Transformers/
topic-modeling topic-classification deep-learning transformers zero-shot mnli nlp nlp-tools nlp-tool relation-extraction

owlbarn / owl
topic-modeling,Owl - OCaml Scientific Computing @ https://ocaml.xyz
Organization: owlbarn
matrix linear-algebra ndarray statistical-functions topic-modeling regression maths gsl plotting sparse-linear-systems scientific-computing numerical-calculations statistics mcmc optimization autograd algorithmic-differentation automatic-differentiation machine-learning neural-network

piskvorky / gensim
topic-modeling,Topic Modelling for Humans
User: piskvorky
Home Page: https://radimrehurek.com/gensim
gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec

primaryobjects / lda
topic-modeling,LDA topic modeling for node.js
User: primaryobjects
lda natural-language-processing nlp artificial-intelligence ai javascript node nodejs node-js machine-learning

qiang2100 / sttm
topic-modeling,Short Text Topic Modeling, JAVA
User: qiang2100
topic-modeling btm gsdmm gpudmm gpupdmm lda short-text short-text-clustering ptm satm

ruidan / unsupervised-aspect-extraction
topic-modeling,Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
User: ruidan
aspect-extraction topic-modeling

senderle / topic-modeling-tool
topic-modeling,A point-and-click tool for creating and analyzing topic models produced by MALLET.
User: senderle
Home Page: https://senderle.github.io/topic-modeling-tool/documentation/2017/01/06/quickstart.html
topic-modeling mallet digital-humanities data-science text-analytics

stephenhky / pyshorttextcategorization
topic-modeling,Various Algorithms for Short Text Mining
User: stephenhky
Home Page: http://shorttext.rtfd.io
neural-network python algorithm text-mining natural-language-processing topic-modeling machine-learning package python-library

stepthom / text_mining_resources
topic-modeling,Resources for learning about Text Mining and Natural Language Processing
User: stepthom
natural-language-processing text-mining text-analysis text-analytics sentiment-analysis list topic-modeling text-classification awesome awesome-list

tropcomplique / lda2vec-pytorch
topic-modeling,Topic modeling with word vectors
User: tropcomplique
pytorch topic-modeling word-vectors

vi3k6i5 / guidedlda
topic-modeling,semi supervised guided topic model with custom guidedLDA
User: vi3k6i5
topic-modeling guided-topic-modeling machine-learning data-science guidedlda seededlda

wzbsocialsciencecenter / tmtoolkit
topic-modeling,Text Mining and Topic Modeling Toolkit for Python with parallel processing power
Organization: wzbsocialsciencecenter
Home Page: https://tmtoolkit.readthedocs.io/
topic-modeling text-processing evaluation parallel-processing nlp socialscience python

yangliuy / ldagibbssampling
topic-modeling,Open Source Package for Gibbs Sampling of LDA
User: yangliuy
lda gibbs-sampling java topic-modeling topic

yuewang-cuhk / takg
topic-modeling,The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"
User: yuewang-cuhk
Home Page: https://www.aclweb.org/anthology/P19-1240
nlp social-media topic-modeling keyphrase-generation