Jose Robledo's Projects
Curso de Aprendizaje Supervisado.
Este repositorio contiene código escrito en python para generar un autoencoder convolucional utilizando pytorch.
Crop Rotation Algorithm for Summer and Winter rotations
Material práctico del curso Introducción al aprendizaje automático 2021 de la Maestría en Estadística Aplicada, de la Universidad Nacional de Córdoba.
d4 analysis suite
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
The fastai book, published as Jupyter Notebooks
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Config files for my GitHub profile.
Tool for modelling distributional particle sources for Monte Carlo simulations, with Kernel Density Estimation.
Main repository for Mantid code
The home of the McStas (neutrons) and McXtrace (x-rays) Monte-Carlo ray-tracing instrument simulation codes.
Enrich NCrystal with a set of Small Angle Scattering (SAS) Form Factor models available in SasView.
Visualization tool for spectroscopy
A Variational Autoencoder (VAE) implemented in PyTorch
Assisting Reverse Montecarlo and Molecular Dynamics simulations on borate glasses with Python code. Visit the documentation for more info on how to use this package.
Package for calculation of small angle scattering models using OpenCL.
Repository with material from McStas and McXtrace schools
Software Development in Science Workshop
Python library designed to easily manipulate CloudSat and GOES-R and generate labeled images containing cloud types
Riemann-Theta Boltzmann Machine.
Curso de visualización dentro del Trayecto 2 de la Academia Data Driven
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Files for the Zelda in python tutorial