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Sebastián Cadavid-Sánchez's Projects

aco-tsp icon aco-tsp

Librería para resolver problemas TSP con algoritmo de colonia de hormigas.

basic-computer-games icon basic-computer-games

An updated version of the classic "Basic Computer Games" book, with well-written examples in a variety of common MEMORY SAFE, SCRIPTING programming languages. See https://coding-horror.github.io/basic-computer-games/

bayesianergmswithbergmr icon bayesianergmswithbergmr

This repository includes the material for the lectures on Bayesian ERGMs with the Bergm package for R reviewed by Professor Alberto Caimo in Networks 2021.

chod-dataset icon chod-dataset

An End-to-End Entity Linking Dataset of Cultural Heritage Objects

chrome-music-lab icon chrome-music-lab

A collection of experiments for exploring how music works, all built with the Web Audio API.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

koogu icon koogu

Koogu is a Python package for developing and using Machine Learning (ML) solutions in Animal Bioacoustics.

micro-gpt icon micro-gpt

A minimal generic autonomous agent based on GPT-3.5 / GPT-4. Can analyze stock prices, perform network security tests, create art, and order pizza.

mlfinlab icon mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

mno-interactiveplu icon mno-interactiveplu

Este repo es creado para realizar las pruebas unitarias de PLU de manera interactiva utilizando binder, jupyternotebook y docker.

mno_numericaloptimization icon mno_numericaloptimization

Proyecto final de la materia Métodos Numéricos y Optimización (2020-I) de la Maestría en Ciencia de Datos del ITAM.

ms_itam-ds icon ms_itam-ds

Este repositorio contiene todas las entregas realizadas para el propedéutico de la Mestría en Ciencia de datos 2019-2020 del ITAM.

nn-audioclassifier icon nn-audioclassifier

Este proyecto incluye el código y archivos necesarios para el desarrollo de los modelos de aprendizajes para clasificación de filas de audio por géneros.

offenderds icon offenderds

Proyecto final para la clase de programación para la Ciencia de Datos 2019.

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