zehsilva

videos

Code for the manim-generated scenes used in 3blue1brown videos

awesome-causality-algorithms

An index of algorithms for learning causality with data

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

PhiFlow

A differentiable PDE solving framework for machine learning

trustworthyAI

Trustworthy AI related projects

FaceSynthetics

blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

torcharrow

High performance model preprocessing library on PyTorch

NeuralCDE

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

asreview

Active learning for systematic reviews

csinva.github.io

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

pydantic-pycharm-plugin

PyCharm plugin for pydantic. This plugin provides autocompletion, inspection, type-checking, inserting unfilled argument, and more.

rax

Rax is a Learning-to-Rank library written in JAX.

PyNeuraLogic

PyNeuraLogic lets you use Python to create Differentiable Logic Programs

NLP4SocialGood_Papers

A reading list of up-to-date papers on NLP for Social Good.

made-in-brazil

🇧🇷 A list of neat projects made in Brazil.

Regularized_autoencoders-RAE-

SPDENN

A Discussion on Solving Partial Differential Equations using Neural Networks

relie

Experiments for the AISTATS publication on Reparameterizing Distributions over Lie Groups

gflownet

A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)

afrihealthsites

access to geographic locations of african health sites from different sources

performative-prediction

fastmatrix

Fast computation of some matrices useful in statistics

cplusplus17.Examples

C++17 Examples

autodidatico

reposity to track my learning of different topics. Each folder will have a broad topic of interest and documents (.md, notebooks , code and pdfs)