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topic-modeling
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Machine learning, in numpy
machine-learning
reinforcement-learning
word2vec
lstm
neural-networks
gaussian-mixture-models
vae
topic-modeling
attention
resnet
bayesian-inference
wavenet
mfcc
knn
gaussian-processes
hidden-markov-models
gradient-boosting
wgan-gp
good-turing-smoothing
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Updated
Jun 23, 2021 - Python
A Toolkit for Industrial Topic Modeling
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Updated
Jul 1, 2021 - C++
A Python toolbox for gaining geometric insights into high-dimensional data
visualization
python
time-series
data-visualization
high-dimensional-data
topic-modeling
data-wrangling
text-vectorization
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Updated
Jul 19, 2021 - Python
Beautiful visualizations of how language differs among document types.
visualization
d3
nlp
machine-learning
natural-language-processing
text-mining
word2vec
exploratory-data-analysis
word-embeddings
sentiment
eda
topic-modeling
scatter-plot
japanese-language
stylometry
computational-social-science
text-visualization
text-as-data
stylometric
semiotic-squares
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Updated
Jul 7, 2021 - Python
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
nlp
machine-learning
topic
transformers
topic-modeling
bert
topic-models
sentence-embeddings
topic-modelling
ldavis
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Updated
Jul 24, 2021 - Python
Top2Vec learns jointly embedded topic, document and word vectors.
word-embeddings
topic-modeling
semantic-search
bert
text-search
topic-search
document-embedding
topic-modelling
text-semantic-similarity
sentence-encoder
pre-trained-language-models
topic-vector
sentence-transformers
top2vec
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Updated
Jul 9, 2021 - Python
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
machine-learning
statistics
neural-network
optimization
matrix
linear-algebra
automatic-differentiation
regression
autograd
numerical-calculations
scientific-computing
topic-modeling
ndarray
plotting
gsl
maths
sparse-linear-systems
statistical-functions
mcmc
algorithmic-differentation
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Updated
Jul 8, 2021 - OCaml
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
natural-language-processing
text-mining
word2vec
word-embeddings
efficiency
topic-modeling
vignette
glove
vectorization
latent-dirichlet-allocation
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Sep 19, 2020 - R
Fast topic modeling platform
python
c-plus-plus
machine-learning
text-mining
bigdata
topic-modeling
python-api
bigartm
regularizer
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Updated
Nov 26, 2020 - C++
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.
nlp
embeddings
transformer
topic-modeling
nlp-library
nlp-machine-learning
bert
neural-topic-models
text-as-data
topic-coherence
multilingual-topic-models
multilingual-models
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Jul 19, 2021 - Python
R package for web-based interactive topic model visualization.
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Aug 20, 2020 - JavaScript
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
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Mar 22, 2021 - Python
Various Algorithms for Short Text Mining
python
package
machine-learning
natural-language-processing
text-mining
algorithm
neural-network
python-library
topic-modeling
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Jul 11, 2021 - Python
semi supervised guided topic model with custom guidedLDA
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Updated
Oct 24, 2020 - Python
Resources for learning about Text Mining and Natural Language Processing
nlp
list
machine-learning
natural-language-processing
text-mining
data-mining
awesome
sentiment-analysis
text-classification
text-analysis
topic-modeling
awesome-list
text-analytics
nlp-machine-learning
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Updated
Jul 12, 2021
Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
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Updated
Mar 25, 2020 - Python
Machine Learning Lectures at the European Space Agency (ESA) in 2018
machine-learning
text-mining
lectures
deep-learning
neural-network
random-forest
clustering
linear-regression
pca
topic-modeling
machinelearning
tf-idf
decision-trees
support-vector-machines
lecture-videos
lecture-material
lecture-slides
anomaly-detection
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Aug 29, 2020 - Jupyter Notebook
Python package of Tomoto, the Topic Modeling Tool
nlp
python-library
topic-modeling
latent-dirichlet-allocation
topic-models
supervised-lda
correlated-topic-model
hierarchical-dirichlet-processes
pachinko-allocation
dirichlet-multinomial-regression
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Jun 21, 2021 - C++
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
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Updated
Jun 30, 2021 - Python
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
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Updated
Jul 16, 2019 - JavaScript
Open Source Package for Gibbs Sampling of LDA
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Updated
Feb 9, 2020 - Java
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
natural-language-processing
hyperparameter-optimization
topic-modeling
bayesian-optimization
hyperparameter-tuning
latent-dirichlet-allocation
evaluation-metrics
neural-topic-models
latent-semantic-analysis
topic-models
hyperparameter-search
non-negative-matrix-factorization
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Updated
Jul 20, 2021 - Python
Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)
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May 8, 2017 - Java
Palmetto is a quality measuring tool for topics
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Updated
Jul 23, 2021 - Java
Text Mining and Topic Modeling Toolkit for Python with parallel processing power
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Updated
Aug 11, 2020 - Python
Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"
text-mining
deep-learning
autoencoder
topic-modeling
representation-learning
text-embedding
word-embedding
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Updated
May 21, 2021 - Python
The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"
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Aug 5, 2019 - Python
Short Text Topic Modeling, JAVA
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May 24, 2020 - Java
Topic modeling with word vectors
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Mar 15, 2021 - Jupyter Notebook
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In gensim/models/fasttext.py: