Repositories

jacobgil repositories

34 supported repositories

Show repositories with indexed issues
jacobgil/pccPython

Preserving Clusters and Correlations: Dimensionality reduction with exceptional high global structure preservation

Last commit Oct 14, 2025

 (18 stars) (0 forks) (0 indexed issues) (0 open good first issues)
jacobgil/pyfishervectorPython

Python implementation for Image Classification based on GMM dictionaries and fisher vectors.

Last commit Mar 25, 2017

 (140 stars) (55 forks) (0 indexed issues) (0 open good first issues)
jacobgil/pytorch-explain-black-boxPython

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation

Last commit Nov 30, 2021

 (335 stars) (52 forks) (0 indexed issues) (0 open good first issues)
jacobgil/pytorch-grad-camPython

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Last commit Aug 13, 2026

 (12,952 stars) (1,706 forks) (0 indexed issues) (0 open good first issues)
jacobgil/pytorch-gradcam-book

A jupyter-book documentation for the pytorch-gradcam package

Last commit Aug 1, 2022

 (1 star) (0 forks) (0 indexed issues) (0 open good first issues)
jacobgil/pytorch-pruningPython

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

Last commit Jul 12, 2019

 (885 stars) (202 forks) (0 indexed issues) (0 open good first issues)
jacobgil/pytorch-tensor-decompositionsPython

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.

Last commit Dec 1, 2021

 (288 stars) (64 forks) (0 indexed issues) (0 open good first issues)
jacobgil/pytorch-zssrPython

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning

Last commit Jan 10, 2018

 (203 stars) (42 forks) (0 indexed issues) (0 open good first issues)
jacobgil/saliency-from-backprojPython

Saliency map generated by back projecting the image histogram on itself, and refinement with Grabcut.

Last commit Apr 7, 2018

 (29 stars) (15 forks) (0 indexed issues) (0 open good first issues)
jacobgil/tensorlyPython

TensorLy: Tensor Learning in Python.

Last commit Apr 8, 2018

 (1 star) (0 forks) (0 indexed issues) (0 open good first issues)
jacobgil/tensorly-notebooksJupyter Notebook

Tensor methods in Python with TensorLy

Last commit Mar 21, 2018

 (1 star) (0 forks) (0 indexed issues) (0 open good first issues)
jacobgil/tfjs-yolo-tiny-demoJavaScript

Demo for https://www.npmjs.com/package/tfjs-yolo-tiny

Last commit Apr 11, 2018

 (0 stars) (1 fork) (0 indexed issues) (0 open good first issues)
jacobgil/vit-explainPython

Explainability for Vision Transformers

Last commit Dec 31, 2020

 (1,098 stars) (108 forks) (0 indexed issues) (0 open good first issues)
jacobgil/zaduPython

A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings

Last commit Oct 9, 2024

 (0 stars) (0 forks) (0 indexed issues) (0 open good first issues)