{"repo":"maximtrp/tmplot","free":true,"listed":false,"github":"https://github.com/maximtrp/tmplot","clone":"git clone https://github.com/maximtrp/tmplot.git","description":"Visualization of Topic Modeling Results","language":"Python","stars":22,"topics":["topic-modeling","visualization","data-science","machine-learning","python","plotting","data-visualization"],"license":"MIT","category":"machine-learning","readme_excerpt":"tmplot tmplot is a comprehensive Python package for topic modeling analysis and visualization . Built for data scientists and researchers, it provides powerful interactive reports and advanced analytics that extend beyond traditional LDAvis/pyLDAvis capabilities. Analyze • Visualize • Compare multiple topic models with ease Key Features Interactive Visualization - Topic scatter plots with customizable coordinates and sizing - Term probability charts with relevance weighting - Document analysis showing top documents per topic - Interactive reports with real-time parameter adjustment Advanced Analytics - Topic stability analysis across multiple model runs - Model comparison with sophisticated distance metrics - Saliency calculations for term importance - Entropy metrics for model optimization Model Support - tomotopy : LDAModel , LLDAModel , CTModel , DMRModel , HDPModel , PTModel , SLDAModel , GDMRModel - gensim : LdaModel , LdaMulticore - bitermplus : BTM Distance Metrics - Kullback-Leibler (symmetric & non-symmetric) - Jensen-Shannon divergence - Jeffrey's divergence - Hellinger & Bhattacharyya distances - Total variation distance - Jaccard index Dimensionality Reduction t-SNE, SpectralEmbedding, MDS, LocallyLinearEmbedding, Isomap Donate If you find this package useful, please consider donating any amount of money. This will help me spend more time on supporting open-source software. Quick Start Installation Basic Usage Advanced Examples Get Stable Topics Analyze Model Visu","default_branch":null,"files":null,"tree":[],"storefront":"/r/maximtrp","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/maximtrp/tmplot/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."}