COLLECTED BY

Organization: Archive Team

Formed in 2009, the Archive Team (not to be confused with the archive.org Archive-It Team) is a rogue archivist collective dedicated to saving copies of rapidly dying or deleted websites for the sake of history and digital heritage. The group is 100% composed of volunteers and interested parties, and has expanded into a large amount of related projects for saving online and digital history.

History is littered with hundreds of conflicts over the future of a community, group, location or business that were "resolved" when one of the parties stepped ahead and destroyed what was there. With the original point of contention destroyed, the debates would fall to the wayside. Archive Team believes that by duplicated condemned data, the conversation and debate can continue, as well as the richness and insight gained by keeping the materials. Our projects have ranged in size from a single volunteer downloading the data to a small-but-critical site, to over 100 volunteers stepping forward to acquire terabytes of user-created data to save for future generations.

The main site for Archive Team is at archiveteam.org and contains up to the date information on various projects, manifestos, plans and walkthroughs.

This collection contains the output of many Archive Team projects, both ongoing and completed. Thanks to the generous providing of disk space by the Internet Archive, multi-terabyte datasets can be made available, as well as in use by the Wayback Machine, providing a path back to lost websites and work.

Our collection has grown to the point of having sub-collections for the type of data we acquire. If you are seeking to browse the contents of these collections, the Wayback Machine is the best first stop. Otherwise, you are free to dig into the stacks to see what you may find.

The Archive Team Panic Downloads are full pulldowns of currently extant websites, meant to serve as emergency backups for needed sites that are in danger of closing, or which will be missed dearly if suddenly lost due to hard drive crashes or server failures.

Collection: Archive Team: URLs

TIMESTAMPS

The Wayback Machine - https://web.archive.org/web/20220709224334/https://github.com/topics/topic-modeling

#

topic-modeling

Here are 1,308 public repositories matching this topic...

gensim

RaRe-Technologies / gensim

Open

Gensim's FastText model reads in unsupported modes from Facebook's FastText

5

mpenkov commented Jun 22, 2021

In gensim/models/fasttext.py:

    model = FastText(
        vector_size=m.dim,
        vector_size=m.dim,
        window=m.ws,
        window=m.ws,
        epochs=m.epoch,
        epochs=m.epoch,
        negative=m.neg,
        negative=m.neg,
        # FIXME: these next 2 lines read in unsupported FB FT modes (loss=3 softmax or loss=4 onevsall,
        # or model=3 supervi

Read more

bug difficulty easy good first issue fasttext

Open

Move BrownCorpus from word2vec to gensim.corpora

6

Open

word2vec doc-comment example of KeyedVectors usage broken

6

Find more good first issues

ddbourgin / numpy-ml

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

Updated Jun 11, 2022
Python

baidu / Familia

A Toolkit for Industrial Topic Modeling

nlp topic-modeling lda topic-models sentence-lda twe

Updated Jul 1, 2021
C++

BERTopic

MaartenGr / BERTopic

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

Updated Jul 7, 2022
Python

ddangelov / Top2Vec

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

Updated Jun 4, 2022
Python

JasonKessler / scattertext

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

Updated Mar 26, 2022
Python

ContextLab / hypertools

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

Updated Feb 12, 2022
Python

owlbarn / owl

Owl - OCaml Scientific 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

Updated Jul 6, 2022
OCaml

MilaNLProc / contextualized-topic-models

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

Updated May 23, 2022
Python

dselivanov / text2vec

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

Updated Apr 22, 2022
R

bigartm / bigartm

Fast topic modeling platform

python c-plus-plus machine-learning text-mining bigdata topic-modeling python-api bigartm regularizer

Updated May 30, 2022
C++

gregversteeg / corex_topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

python machine-learning information-theory topic-modeling unsupervised-learning

Updated Mar 22, 2021
Python

cpsievert / LDAvis

R package for web-based interactive topic model visualization.

visualization javascript text-mining r topic-modeling

Updated Aug 20, 2020
JavaScript

stepthom / text_mining_resources

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

Updated Jul 12, 2021

stephenhky / PyShortTextCategorization

Various Algorithms for Short Text Mining

python package machine-learning natural-language-processing text-mining algorithm neural-network python-library topic-modeling

Updated May 28, 2022
Python

vi3k6i5 / GuidedLDA

semi supervised guided topic model with custom guidedLDA

data-science machine-learning topic-modeling guided-topic-modeling guidedlda seededlda

Updated Oct 24, 2020
Python

tomotopy

bab2min / tomotopy

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

Updated Jul 9, 2022
C++

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

topic-modeling keyphrase-extraction pkuseg

Updated May 26, 2022
Python

OCTIS

MIND-Lab / OCTIS

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

nlp natural-language-processing hyperparameter-optimization topic-modeling nlp-library bayesian-optimization hyperparameter-tuning latent-dirichlet-allocation evaluation-metrics neural-topic-models latent-semantic-analysis topic-models hyperparameter-search non-negative-matrix-factorization nlproc

Updated Jun 18, 2022
Python

ruidan / Unsupervised-Aspect-Extraction

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"

topic-modeling aspect-extraction

Updated Jun 21, 2022
Python

jmartinezheras / 2018-MachineLearning-Lectures-ESA

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

Updated Aug 29, 2020
Jupyter Notebook

primaryobjects / lda

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

Updated Jul 16, 2019
JavaScript

yangliuy / LDAGibbsSampling

Open Source Package for Gibbs Sampling of LDA

java topic topic-modeling lda gibbs-sampling

Updated Feb 9, 2020
Java

datquocnguyen / LFTM

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

word-embeddings topic-modeling short-text gibbs-sampling

Updated May 8, 2017
Java

dice-group / Palmetto

Palmetto is a quality measuring tool for topics

evaluation topic-modeling topic-coherence

Updated May 25, 2022
Java

WZBSocialScienceCenter / tmtoolkit

Text Mining and Topic Modeling Toolkit for Python with parallel processing power

python nlp evaluation topic-modeling text-processing parallel-processing socialscience

Updated Mar 24, 2022
Python

hugochan / KATE

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

Updated Jun 22, 2022
Python

maxent-ai / converse

Conversational text Analysis using various NLP techniques

nlp machine-learning text-mining sentiment-analysis text scikit-learn nlu transformers pytorch spacy topic-modeling speech-to-text emotion-recognition conversational-ai huggingface callcenter-analysis

Updated May 11, 2022
Jupyter Notebook

qiang2100 / STTM

Short Text Topic Modeling, JAVA

topic-modeling lda ptm short-text btm gsdmm gpudmm gpupdmm short-text-clustering satm

Updated May 24, 2020
Java

yuewang-cuhk / TAKG

The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"

nlp social-media topic-modeling keyphrase-generation

Updated Aug 5, 2019
Python

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