{"repo":"x-tabdeveloping/topicwizard","free":true,"listed":false,"github":"https://github.com/x-tabdeveloping/topicwizard","clone":"git clone https://github.com/x-tabdeveloping/topicwizard.git","description":"Powerful topic model visualization in Python","language":"Python","stars":148,"topics":["dash","machine","mantine","plotly","plotly-dash","scikit-learn","sklearn","tailwindcss","topic-modeling","visualization"],"license":"MIT","category":"deployment-docker-iac","readme_excerpt":"topicwizard Try in :hugs: Spaces Pretty and opinionated topic model visualization in Python. https://github.com/x-tabdeveloping/topicwizard/assets/13087737/9736f33c-6865-4ed4-bc17-d8e6369bda80 New in version 1.1.3 You can now specify your own font that should be used for wordclouds. This makes topicwizard usable with Chinese and other non-indo-european scripts. New in version 1.1.0 🌟 Easier Deployment and Faster Cold Starts If you want to produce a deployment of topicwizard with a fitted topic model, you can now produce a Docker deployment folder with easy deploy() . This will put everything you need in the deployment/ directory, and will work out of the box on cloud platforms or HuggingFace Spaces. Cold starts are now faster, as UMAP projections can be precomputed. You can try a deployment produced with easy deploy() on :hugs: Spaces Features - Investigate complex relations between topics, words, documents and groups/genres/labels interactively - Easy to use pipelines for classical topic models that can be utilized for downstream tasks - Sklearn, Turftopic, Gensim and BERTopic compatible :nut and bolt: - Interactive and composable Plotly figures - Rename topics at will - Share your results - Easy deployment :earth africa: Installation Install from PyPI: Notice that the package name on PyPI contains a dash: topic-wizard instead of topicwizard . I know it's a bit confusing, sorry for that Classical Topic Models The main abstraction of topicwizard around a classical/bag-of-wor","default_branch":null,"files":null,"tree":[],"storefront":"/r/x-tabdeveloping","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/x-tabdeveloping/topicwizard/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}