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jacobgil/pccPython

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

Ultimo commit 14 ott 2025

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jacobgil/pyfishervectorPython

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

Ultimo commit 25 mar 2017

 (140 star) (55 fork) (0 issue indicizzate) (0 good first issue aperte)
jacobgil/pytorch-explain-black-boxPython

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation

Ultimo commit 30 nov 2021

 (335 star) (52 fork) (0 issue indicizzate) (0 good first issue aperte)
jacobgil/pytorch-grad-camPython

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

Ultimo commit 13 ago 2026

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jacobgil/pytorch-gradcam-book

A jupyter-book documentation for the pytorch-gradcam package

Ultimo commit 1 ago 2022

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jacobgil/pytorch-pruningPython

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

Ultimo commit 12 lug 2019

 (885 star) (202 fork) (0 issue indicizzate) (0 good first issue aperte)
jacobgil/pytorch-tensor-decompositionsPython

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

Ultimo commit 1 dic 2021

 (288 star) (64 fork) (0 issue indicizzate) (0 good first issue aperte)
jacobgil/pytorch-zssrPython

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

Ultimo commit 10 gen 2018

 (203 star) (42 fork) (0 issue indicizzate) (0 good first issue aperte)
jacobgil/saliency-from-backprojPython

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

Ultimo commit 7 apr 2018

 (29 star) (15 fork) (0 issue indicizzate) (0 good first issue aperte)
jacobgil/tensorlyPython

TensorLy: Tensor Learning in Python.

Ultimo commit 8 apr 2018

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jacobgil/tensorly-notebooksJupyter Notebook

Tensor methods in Python with TensorLy

Ultimo commit 21 mar 2018

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jacobgil/tfjs-yolo-tiny-demoJavaScript

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

Ultimo commit 11 apr 2018

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jacobgil/vit-explainPython

Explainability for Vision Transformers

Ultimo commit 31 dic 2020

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jacobgil/zaduPython

A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings

Ultimo commit 9 ott 2024

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