Popular GitHub Repositories for Heatmaps

Collection of NLP model explanations and accompanying analysis tools

Made this to visualise what I did in 2024 through annual activity heatmaps.

DataMap is a browser-based app for visualizing data using heatmaps, PCA plots, and t-SNE plots.

A Deep Multi-Modal Fusion Architecture for Heat Map-Based Object Detection using Segmentation

Implementation of the Heatmap-based Unsupervised Debugging of DNNs (HUDD) toolset

A set of scripts to generate full attention-head heatmaps for transformer-based LLMs

:world_map: Interactive Live World News Heat Map with Natural Language Processing, Summaries, and Reddit Discussions :newspaper:

In this notebook, i have tried to appy KMeans, Hierarchical and DBSCAN clustering along PCA. The dataset used is Mall_Customers. In DBSCAN, certain type of Heatmaps are used to find the Epsilon and min_samples value which have performed quite well in identifying the correct number of clusters.

Detecting bias in ML models using heat maps

The Document Statistics Analyzer is a Python tool that analyzes text documents (PDF, DOCX, TXT), providing word, sentence, paragraph, and document-level insights. It generates reports in Markdown, HTML, or PDF with visualizations like word clouds and sentiment heatmaps, packaged in a ZIP archive, using NLTK, spaCy, and Gradio.

A Deep Learning project leveraging MobileNet for multi-class Chest X-Ray image classification. Features a scalable Flask web application for user input and predictions with GRAD-CAM heatmaps, fully deployed on Azure via Docker and GitHub Actions for CI/CD.

heatmaps for your claude.ai conversation history