gensim

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Topic Modelling for Humans

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- - build-docs.yml
  - build-wheels.yml
  - installwheel.py
  - linters.yml
  - test_wheel.py
  - tests.yml
  - update_index.py
- dependabot.yml
- FUNDING.yml
- BucketLifecycleConfiguration.json
- BucketLifecycleConfiguration.txt
- check_wheels.py
- debug.gdb
- install_wheel.py
- upgrade_pip_py310.py
- - annoytutorial.ipynb
  - Any2Vec_Filebased.ipynb
  - atmodel_prediction_tutorial.ipynb
  - atmodel_tutorial.ipynb
  - Coherence.gif
  - Convergence.gif
  - Corpora_and_Vector_Spaces.ipynb
  - deepir.ipynb
  - Diff.gif
  - distance_metrics.ipynb
  - distributed.md
  - doc2vec-IMDB.ipynb
  - doc2vec-lee.ipynb
  - doc2vec-wikipedia.ipynb
  - doc_lda_pca.png
  - doc_lda_tsne.png
  - downloader_api_tutorial.ipynb
  - dtm_example.ipynb
  - Dynamic Topic Model.png
  - ensemble_lda_with_opinosis.ipynb
  - FastText_Tutorial.ipynb
  - gensim Quick Start.ipynb
  - gensim_news_classification.ipynb
  - index
  - index.d
  - lda_model_difference.ipynb
  - lda_training_tips.ipynb
  - ldaseqmodel.ipynb
  - Monkey Brains New.png
  - Monkey Brains.png
  - nmf_tutorial.ipynb
  - nmslib.png
  - nmslibtutorial.ipynb
  - online_w2v_tutorial.ipynb
  - pca.png
  - Perplexity.gif
  - pivoted_document_length_normalisation.ipynb
  - Poincare Evaluation.ipynb
  - Poincare Tutorial.ipynb
  - Similarity_Queries.ipynb
  - sklearn_api.ipynb
  - soft_cosine_benchmark.ipynb
  - soft_cosine_tutorial.ipynb
  - soft_cosine_tutorial.png
  - summarization_tutorial.ipynb
  - Tensorboard.png
  - Tensorboard_visualizations.ipynb
  - test_notebooks.py
  - topic_coherence-movies.ipynb
  - topic_coherence_model_selection.ipynb
  - topic_coherence_tutorial.ipynb
  - Topic_dendrogram.ipynb
  - topic_methods.ipynb
  - topic_network.ipynb
  - topic_with_coordinate.png
  - Topics_and_Transformations.ipynb
  - Training_visualizations.ipynb
  - translation_matrix.ipynb
  - tsne.png
  - Varembed.ipynb
  - visdom_graph.png
  - wikinews-bigram-en.ipynb
  - WMD_tutorial.ipynb
  - word2vec.ipynb
  - Word2Vec_FastText_Comparison.ipynb
  - word2vec_file_scaling.png
  - Wordrank_comparisons.ipynb
  - WordRank_wrapper_quickstart.ipynb
- - _index.rst.unused
  - _license.rst.unused
  - apiref.rst
  - check_gallery.py
  - conf.py
  - dist_lda.rst
  - dist_lsi.rst
  - distributed.rst
  - downloader.rst
  - indextoc.rst
  - interfaces.rst
  - intro.rst
  - Makefile
  - matutils.rst
  - people.rst
  - support.rst
  - utils.rst
  - wiki.rst
- - __init__.py
  - _mmreader.pyx
  - bleicorpus.py
  - csvcorpus.py
  - dictionary.py
  - hashdictionary.py
  - indexedcorpus.py
  - lowcorpus.py
  - malletcorpus.py
  - mmcorpus.py
  - opinosiscorpus.py
  - sharded_corpus.py
  - svmlightcorpus.py
  - textcorpus.py
  - ucicorpus.py
  - wikicorpus.py
- - __init__.py
  - _fasttext_bin.py
  - atmodel.py
  - basemodel.py
  - bm25model.py
  - callbacks.py
  - coherencemodel.py
  - doc2vec.py
  - doc2vec_corpusfile.pyx
  - doc2vec_inner.pxd
  - doc2vec_inner.pyx
  - ensemblelda.py
  - fast_line_sentence.h
  - fasttext.py
  - fasttext_corpusfile.pyx
  - fasttext_inner.pxd
  - fasttext_inner.pyx
  - hdpmodel.py
  - keyedvectors.py
  - lda_dispatcher.py
  - lda_worker.py
  - ldamodel.py
  - ldamulticore.py
  - ldaseqmodel.py
  - logentropy_model.py
  - lsi_dispatcher.py
  - lsi_worker.py
  - lsimodel.py
  - nmf.py
  - nmf_pgd.pyx
  - normmodel.py
  - phrases.py
  - poincare.py
  - rpmodel.py
  - stdint_wrapper.h
  - tfidfmodel.py
  - translation_matrix.py
  - voidptr.h
  - word2vec.py
  - word2vec_corpusfile.pxd
  - word2vec_corpusfile.pyx
  - word2vec_inner.pxd
  - word2vec_inner.pyx
- - __init__.py
  - porter.py
  - preprocessing.py
- - __init__.py
  - benchmark.py
  - glove2word2vec.py
  - make_wiki.py
  - make_wiki_online.py
  - make_wiki_online_nodebug.py
  - make_wikicorpus.py
  - package_info.py
  - segment_wiki.py
  - word2vec2tensor.py
  - word2vec_standalone.py
- - __init__.py
  - annoy.py
  - docsim.py
  - fastss.pyx
  - levenshtein.py
  - nmslib.py
  - termsim.py
- - __init__.py
  - basetmtests.py
  - simspeed.py
  - simspeed2.py
  - svd_error.py
  - test_aggregation.py
  - test_api.py
  - test_atmodel.py
  - test_big.py
  - test_bm25model.py
  - test_coherencemodel.py
  - test_corpora.py
  - test_corpora_dictionary.py
  - test_corpora_hashdictionary.py
  - test_datatype.py
  - test_direct_confirmation.py
  - test_doc2vec.py
  - test_ensemblelda.py
  - test_fasttext.py
  - test_glove2word2vec.py
  - test_hdpmodel.py
  - test_indirect_confirmation.py
  - test_keyedvectors.py
  - test_lda_callback.py
  - test_ldamodel.py
  - test_ldaseqmodel.py
  - test_lee.py
  - test_logentropy_model.py
  - test_lsimodel.py
  - test_matutils.py
  - test_miislita.py
  - test_nmf.py
  - test_normmodel.py
  - test_parsing.py
  - test_phrases.py
  - test_poincare.py
  - test_probability_estimation.py
  - test_rpmodel.py
  - test_scripts.py
  - test_segmentation.py
  - test_sharded_corpus.py
  - test_similarities.py
  - test_similarity_metrics.py
  - test_text_analysis.py
  - test_tfidfmodel.py
  - test_tmdiff.py
  - test_translation_matrix.py
  - test_utils.py
  - test_word2vec.py
  - utils.py
- - __init__.py
  - aggregation.py
  - direct_confirmation_measure.py
  - indirect_confirmation_measure.py
  - probability_estimation.py
  - segmentation.py
  - text_analysis.py
- __init__.py
- _matutils.pyx
- downloader.py
- interfaces.py
- matutils.py
- nosy.py
- utils.py
- annotate_pr.py
- bump_version.py
- check_wheels.py
- generate_changelog.py
- hijack_pr.py
- merge.sh
- prepare.sh
- push.sh
- README.md
- update_changelog.py
- upload_docs.sh
.gitignore
CHANGELOG.md
CITATION.cff
config.sh
CONTRIBUTING.md
COPYING
gensim Quick Start.ipynb
HACKTOBERFEST.md
ISSUE_TEMPLATE.md
MANIFEST.in
pip.sh
pyproject.toml
README.md
requirements_docs.txt
SECURITY.md
setup.cfg
setup.py

🚀 Installation Guide

1. Get the code

git clone https://github.com/piskvorky/gensim

Downloads the entire project code from GitHub to your computer.

cd gensim

Moves into the project folder you just downloaded.

2. Official Install Script

Easy Recommended

Prerequisites

Python 3 Python is required to use pip.

pip install --upgrade gensim

Installs the package published on PyPI directly — no need to clone the source.

pip install .

Installs the package published on PyPI directly — no need to clone the source.

✅ After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.

Pulled directly from this repo's README.

3. Python

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

pip install --upgrade gensim

Installs the package published on PyPI directly — no need to clone the source.

pip install .

Installs the package published on PyPI directly — no need to clone the source.

✅ If it runs without errors and prints output in the terminal, it worked.

Pulled directly from this repo's README.

4. Make

Medium

Prerequisites

Git Needed to download the project code from GitHub.
Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).

cd docs/src

This project's files live in a subfolder, so move into it first.

make

Compiles the code based on the generated build configuration to produce an executable.

✅ If it finishes without errors, it worked. Try running the generated executable directly.

gensim

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🚀 Installation Guide

2. Official Install Script

3. Python

4. Make

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gensim

File Explorer

🚀 Installation Guide

2. Official Install Script

3. Python

4. Make

Today's picks

Was this content helpful?

Recent Feedback

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