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Jhonathan Pedroso's Projects

adversarialvariationalbayes icon adversarialvariationalbayes

This repository contains the code to reproduce the core results from the paper "Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks".

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

avalanche icon avalanche

Avalanche: an End-to-End Library for Continual Learning.

bazel-cpp20 icon bazel-cpp20

A template for building C++20 using Clang on Bazel, with GitHub and Codespaces integration.

choix icon choix

Inference algorithms for models based on Luce's choice axiom

click_that_hood icon click_that_hood

A game where users must identify a city's neighborhoods as fast as possible

countries icon countries

Tools to find out country where given GPS coordinates are

dagger icon dagger

Reinforcement Learning -- Imitation Learning, Behavior Cloning, DAgger (Data Aggregation)

deepo icon deepo

Set up deep learning environment in a single command line.

dni.pytorch icon dni.pytorch

Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

examples-1 icon examples-1

Learn to create a desktop app with Python and Qt

exec-wrappers icon exec-wrappers

A command line tool to create wrappers around executable files

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

fieldimager icon fieldimager

FIELDimageR: A R package to analyze orthomosaic images from agricultural field trials. This package is a compilation of functions to analyze pos-mosaicking images from research fields, and allows to: crop the image; remove soil effect; build vegetation indices; rotate the image; build the plot shapefile; extract information for each plot; and evaluate stand count, canopy percentage, and plant height.

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