juampamuc's repositories
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
WINDOWS-OPTIMIZATIONS
SKRIPTS FOR WINDOWS DESUBOPTIMIZATION
shap
A game theoretic approach to explain the output of any machine learning model.
conformal_classification
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
gpu.js
GPU Accelerated JavaScript
rxjs-intro
An introduction to RxJS
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
latex-resources
Collection of LaTeX resources and examples.
torch-batch-svd
A 100x faster SVD for PyTorch⚡️
unsupervised-medical-image-segmentation
Code for "Contrastive Registration for Unsupervised Medical Image Segmentation".
awesome-mixup
A paper list about mixup.
awesome-implicit-representations
A curated list of resources on implicit neural representations.
SN-GAN
pyTorch implementation of Spectral Normalization for Generative Adversarial Networks
py-findpeaks
Overview of the peaks dectection algorithms available in Python
html-talk
Base for my talks using reveal.js, with bonus nice features (including browser/editor sync!)
awesome-computer-vision
A curated list of awesome computer vision resources
PlotNeuralNet
Latex code for making neural networks diagrams
You-Dont-Know-JS
A book series on JavaScript. @YDKJS on twitter.
webgl-util
A set of barebones utilities for playing with WebGL
GNNPapers
Must-read papers on graph neural networks (GNN)
ami
AMI Medical Imaging (AMI) JS ToolKit
DeepSDF
Learning Continuous Signed Distance Functions for Shape Representation
Functional-Light-JS
Pragmatic, balanced FP in JavaScript. @FLJSBook on twitter.
webgl-volume-raycaster
A WebGL Volume Raycaster
SmallDataBenchmarks
Small Dataset Benchmarks on the Dataset of Datasets UCI++