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analisis-numerico-computo-cientifico

Análisis numérico y cómputo científico

analisisenlace

apicall

Making a request to a RESTful API using python

aprendizaje-maquina-mcd

Notas y material para el curso de aprendizaje de máquina (ITAM)

cat-dog-classifier

Use of transfer learning to tune the last two layers of a VGG16

chat-app

computervision

creative-text

cs-433-project-2-mlakes

cs-433-project-2-mlakes created by GitHub Classroom

data-handling

denoising

Computer vision project

distribuidos

dockerfiles

inspired by https://github.com/jessfraz/dockerfiles

dpa_rita

encuesta-react

enlace-prediction

est-computacional-2019

Class notes for the computational statistics class (Spanish), master in Data Science ITAM

estadistica-computacional

evaluating-explainers

Comparing 5 different XAI techniques (LIME, PermSHAP, KernelSHAP, DiCE, CEM) through quantitative metrics. Published at EDM 2022.

evolutionary-srl-clustering

Code for the paper "Evolutionary Clustering of Apprentices' Behavior in Online Learning Journals for Vocational Education" published at SFUVET 2022.

fc-clustering

Code for the paper "Identifying and Comparing Multi-Dimensional Student Profiles across Flipped Classrooms" published at AIED 2022.

final-regresion-avanzada

flask-docker-compose-style

flipped-classroom

Success prediction in flipped classrooms via clickstreams

fsfc

Feature Selection for Clustering

hamiltonian-monto-carlo

Brilliant class presentation

intro-to-angularjs

Presentation and simple examples

lstm-gridsearch

Simple code to perform gridsearch for a LSTM RNN

luigi-td-example

Example Repository for Building Complex Data Pipeline with Luigi +TD

matrixcuda

Test ran with an Azure VM