Sebastian Pina-Otey's repositories

avo_tf

Adversarial Variational Optimization algorithm implemented in Tensorflow

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maf_tf

Masked Autoregressive Flow - Tensorflow Implementation

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snl_tf

Sequential Neural Likelihood - Tensorflow Implementation

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MScThesisML2HEP

Set of notebooks used for my master thesis entitled "Machine Learning Techniques Applied to High Energy Physics"

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sph1D

Smoothed Particle Hydrodynamics in one spatial dimension (MSc. Theoretical Physics)

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a-star

A-star algorithm implementation for finding the shortest route (MSc. Modelling for Science and Technology)

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bh2d

Barnes-Hut Algorithm in 2D (MSc. Theoretical Physics)

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GAPictureCompression

Genetic Algorithm applied to compress and render a picture using polygons (MSc. Modelling for Science and Technology)

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GAPictureCompression2

Genetic Algorithm applied to compress and render a picture using polygons with C (MSc. Modelling for Science and Technology)

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graphSAGE-pytorch

A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.

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mpilab1

First contact to MPI to compute Pi (MSc. Modelling for Science and Technology)

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NAF

Experiments for the Neural Autoregressive Flows paper

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naf_tf

Neural Autoregressive Flows - Tensorflow Implementation

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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project-baseball

Project proposed by Intro to Data Analysis course of Udacity to put into practice Numpy and Pandas.

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snl

Sequential Neural Likelihood

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tensorflow

Computation using data flow graphs for scalable machine learning

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TMDbAnalysis

TMDb open data analysis (MSc. Modelling for Science and Technology)

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