juampamuc's repositories
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
cvxbook_additional_exercises
Additional exercises and data for EE364a. No solutions; for public consumption.
cyclic-boosting
implementation of Cyclic Boosting machine learning algorithms
dl-fundamentals
Deep Learning Fundamentals -- Code material and exercises
Efficient_Python_tricks_and_tools_for_data_scientists
Efficient Python Tricks and Tools for Data Scientists
faiss
A library for efficient similarity search and clustering of dense vectors.
finetuning-scheduler
A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.
intro_dgm
An Introduction to Deep Generative Modeling: Examples
laplacian
Fast Laplacian estimation
lilianweng.github.io
My personal page
MO-book
Mathematical Opimization
neurite
Neural networks toolbox focused on medical image analysis
NumericsOfML
Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen
py-pdf-parser
A Python tool to help extracting information from structured PDFs.
python-bibtexparser
Bibtex parser for Python 3
pytorch-Deep-Learning
Deep Learning (with PyTorch)
raytracing.github.io
Main Repo / Main Web Site
Self-supervised-Fewshot-Medical-Image-Segmentation
[ECCV'20] Self-supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation (code&data-processing pipeline)
SelfMedMAE
Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"
The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
tutorials
MONAI Tutorials
udlbook
Understanding Deep Learning - Simon J.D. Prince
vitalab.github.io
Website of the Vitalab :
voxelmorph
Unsupervised Learning for Image Registration
webgl2-fundamentals
WebGL 2 lessons starting from the basics