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100-days-of-ml-code

100 Days of ML Coding

18s096

18.S096 three-week course at MIT

2015

Public material for CS109

analisis-numerico-computo-cientifico

Análisis numérico y cómputo científico

aprender

Diferentes temas para aprender R

aprendizaje-maquina-2017

Notas y material para el curso de aprendiza de máquina 2017 (ITAM)

aprendizaje-maquina-mcd

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

aprendizaje-maquina-verano-2018

Minicurso de aprendizaje máquina (ITAM, 2018)

awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

awesome-artificial-intelligence-guidelines

This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-mlops

A curated list of references for MLOps

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

bad-data-guide

An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

bayesian-statistics

Bayesian Statistics - Data Science - ITAM

bdl-benchmarks

Bayesian Deep Learning Benchmarks

big-mac-data

Data and methodology for the Big Mac index

biggansarewatching

Authors official implementation of "Big GANs Are Watching You" pre-print

chart-doctor

Sample files to accompany the FT's Chart Doctor column

complejidad

Experimentos computacionales de Ciencia de la Complejidad

complejidad1

complejidadii

complexsystems.jl

Some complex system implementations, mostly for CS302 UVM

compstat2016

compstat2016-1

Estadística computacional

compstat2016-2

Clase de Mauricio García Tec