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Ishan Nigam's Projects

captum icon captum

Human-centered Explanations with Concept Activation Networks

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

google-research icon google-research

Google's public research repository. This fork focuses on understanding and modifying "Interpretable Mixture of Experts for Structured Data".

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

ml-sandbox icon ml-sandbox

Repository to prototype ML ideas and take notes on ML concepts.

pycls icon pycls

Codebase for Image Classification Research, written in PyTorch.

tcav-xai icon tcav-xai

Extend TCAV for human-friendly explanations.

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