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集合主题趋势排行榜
#

topic-modeling

Website
Wikipedia
https://static.github-zh.com/github_avatars/ddbourgin?size=40
ddbourgin / numpy-ml

#计算机科学#Machine learning, in numpy

机器学习neural-networkstopic-modelinggaussian-mixture-modelshidden-markov-modelsgradient-boostingbayesian-inferencewavenetvaeresnetlstmattentionreinforcement-learningknngaussian-processesword2vec
Python 16.11 k
2 年前
piskvorky/gensim
https://static.github-zh.com/github_avatars/piskvorky?size=40
piskvorky / gensim

#自然语言处理#Topic Modelling for Humans

gensimtopic-modelinginformation-retrieval机器学习自然语言处理数据科学Pythondata-miningword2vecword-embeddings神经网络fasttext
Python 16.06 k
5 天前
MaartenGr/BERTopic
https://static.github-zh.com/github_avatars/MaartenGr?size=40
MaartenGr / BERTopic

#自然语言处理#Leveraging BERT and c-TF-IDF to create easily interpretable topics.

berttransformerstopic-modelingsentence-embeddings自然语言处理机器学习topicldavistopic-modellingtopic-models
Python 6.83 k
9 天前
https://static.github-zh.com/github_avatars/ddangelov?size=40
ddangelov / Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

topic-modelingword-embeddingsdocument-embeddingtopic-vectortopic-searchtext-searchtext-semantic-similaritytopic-modellingsemantic-searchbertsentence-transformerspre-trained-language-models
Python 3.06 k
7 个月前
https://static.github-zh.com/github_avatars/baidu?size=40
baidu / Familia

#自然语言处理#A Toolkit for Industrial Topic Modeling

topic-modelingtopic-modelsldasentence-ldatwe自然语言处理
C++ 2.64 k
4 年前
https://static.github-zh.com/github_avatars/JasonKessler?size=40
JasonKessler / scattertext

#自然语言处理#Beautiful visualizations of how language differs among document types.

自然语言处理d3word-embeddings机器学习可视化word2vectext-visualizationtext-miningjapanese-languagecomputational-social-sciencesentimentedaexploratory-data-analysisscatter-plottopic-modeling
Python 2.3 k
2 个月前
https://static.github-zh.com/github_avatars/ContextLab?size=40
ContextLab / hypertools

#时序数据库#A Python toolbox for gaining geometric insights into high-dimensional data

数据可视化Pythontopic-modelingdata-wrangling可视化time-series
Python 1.85 k
2 个月前
https://static.github-zh.com/github_avatars/nomic-ai?size=40
nomic-ai / nomic

Interact, analyze and structure massive text, image, embedding, audio and video datasets

Pythonclusteringduplicate-detectionembeddingstexttopic-modelingunstructured-data
Python 1.72 k
5 天前
https://static.github-zh.com/github_avatars/owlbarn?size=40
owlbarn / owl

#计算机科学#Owl - OCaml Scientific Computing @ https://ocaml.xyz

Matrixlinear-algebrandarraytopic-modelingregressionmathsplottingscientific-computingnumerical-calculations统计mcmcoptimizationautogradalgorithmic-differentationautomatic-differentiation机器学习神经网络
OCaml 1.28 k
2 个月前
https://static.github-zh.com/github_avatars/MilaNLProc?size=40
MilaNLProc / contextualized-topic-models

#自然语言处理#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 (Bianchi et al.).

topic-modelingberttransformerembeddings自然语言处理nlp-library
Python 1.23 k
4 个月前
https://static.github-zh.com/github_avatars/dselivanov?size=40
dselivanov / text2vec

#自然语言处理#Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

word2vectext-mining自然语言处理glovevectorizationtopic-modelingword-embeddings
R 863
10 个月前
https://static.github-zh.com/github_avatars/MIND-Lab?size=40
MIND-Lab / OCTIS

#自然语言处理#OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

topic-modelingevaluation-metrics自然语言处理bayesian-optimizationhyperparameter-optimizationhyperparameter-tuninghyperparameter-searchtopic-modelsnlprocnlp-library
Python 771
1 年前
https://static.github-zh.com/github_avatars/bigartm?size=40
bigartm / bigartm

#计算机科学#Fast topic modeling platform

topic-modelingC++Pythonpython-apitext-mining机器学习bigdata
C++ 668
2 年前
https://static.github-zh.com/github_avatars/gregversteeg?size=40
gregversteeg / corex_topic

#计算机科学#Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

Python机器学习unsupervised-learningtopic-modelinginformation-theory
Python 635
4 年前
https://static.github-zh.com/github_avatars/bab2min?size=40
bab2min / tomotopy

#自然语言处理#Python package of Tomoto, the Topic Modeling Tool

topic-modeling自然语言处理python-librarytopic-models
C++ 580
10 个月前
https://static.github-zh.com/github_avatars/stepthom?size=40
stepthom / text_mining_resources

#自然语言处理#Resources for learning about Text Mining and Natural Language Processing

自然语言处理text-miningtext-analysissentiment-analysislisttopic-modelingtext-classificationAwesome Lists机器学习data-mining
578
2 年前
https://static.github-zh.com/github_avatars/cpsievert?size=40
cpsievert / LDAvis

R package for web-based interactive topic model visualization.

topic-modelingRJavaScript可视化text-mining
JavaScript 563
1 年前
https://static.github-zh.com/github_avatars/dongrixinyu?size=40
dongrixinyu / chinese_keyphrase_extractor

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

keyphrase-extractiontopic-modeling
Python 551
2 年前
https://static.github-zh.com/github_avatars/vi3k6i5?size=40
vi3k6i5 / GuidedLDA

#计算机科学#semi supervised guided topic model with custom guidedLDA

topic-modeling机器学习数据科学
Python 508
2 个月前
https://static.github-zh.com/github_avatars/stephenhky?size=40
stephenhky / PyShortTextCategorization

#自然语言处理#Various Algorithms for Short Text Mining

神经网络Python算法text-mining自然语言处理topic-modeling机器学习packagepython-library
Python 471
6 天前
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