Carlos Miguel Patiño's repositories
Hands-On-MachineLearning
This repository contains the code of the exercises from the Hands-On Machine Learning with Sciki-Learn & Tensorflow by Aurélien Géron
CM20151_HW6_AlfonsoPatino
Homework #6 for computational methods class
CM20151_HW8_CarlosPatino
Homework #8 for computational methods class
FerromagneticResonance
Repository of to analyze the behaviour of ferromagnetic resonances in a solid
MagneticCouplingsChallenge
This repository contains the solution for the Predicting Molecular Properties challenge on Kaggle.
optimal-observables
Find analytic expression of observable that separates signal and noise using symbolic regression and neural networks.
watch-and-learn
Repository to calculate state probabilities using language models extending the work done by Sprague K. et al in "Watch and Learn" https://arxiv.org/abs/2003.02647
hadron-collider-machine-learning
Materials for "Addressing Large Hadron Collider Challenges by Machine Learning" Coursera MOOC
Histopathological-Cancer-Detection
Histopathological Cancer Detection Kaggle challenge
MCA_Tarea1
Desarrollo de la Tarea 1 del curso Métodos Computacionales Avanzados
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 ;)
pytorch-Deep-Learning-Minicourse
Minicourse in Deep Learning with PyTorch
the-algorithm
Source code for Twitter's Recommendation Algorithm
Toxic-Comment-Classification
Toxic Comment Classification Kaggle Challenge
UndergraduateMonographDocument
Repository containing the document of my Undergraduate Monograph
VBF_Analysis
Repository for code used for Vector Boson Fusion phenomenological analysis
Web-Traffic-Forecasting
Web Traffic Time Series Forecasting on Kaggle