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Enrique's Projects

anki_science icon anki_science

Anki decks for physics, astronomy, computer science, machine learning, and statistics.

ci-configuration-examples icon ci-configuration-examples

This repository makes it easy to run your MATLAB tests on some of the most common CI platforms. The configuration files take care of setting up MATLAB and automatically executing your MATLAB tests.

conffusion icon conffusion

Official Implementation for the "Conffusion: Confidence Intervals for Diffusion Models" paper.

dmls-book icon dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

fabric icon fabric

fabric is an open-source framework for augmenting humans using AI.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

gpt4readability icon gpt4readability

✍️ A powerful tool designed to automatically generate a README.md file and suggest code improvements using LLMs.

jepa icon jepa

PyTorch code and models for V-JEPA self-supervised learning from video.

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

nms_canny_edge_detector icon nms_canny_edge_detector

The Enhanced Canny Edge Detector for Image Segmentation is an advanced MATLAB function designed to segment images with high precision. Leveraging the foundational principles of the Edge Canny Detector by John F. Canny, this function includes Non-Maximum Suppression introduced in: https://arxiv.org/pdf/1705.02950.pdf

rise icon rise

RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension

rise_x icon rise_x

Implementation of "RISE: Randomized Input Sampling for Explanation of Black-box Models"

saelens icon saelens

Training Sparse Autoencoders on Language Models

ssd.pytorch icon ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

tf_ensnet- icon tf_ensnet-

A tensorflow implentation for Ensemble Learning in CNN Augmented with Fully Connected Subnetworks

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