Sebastián Rodríguez Colina's repositories
algorithms_stanford_coursera
This is a scratch space for my progress on the Stanford's Algorithms Specialization on Coursera.
Machine-Learning-Open-Cookbook
This repository contains Machine Leanring implementations for anyone to study.
ml-experiments-template
A template for a Command line interface app for running Machine Learning Experiments
algorithmic-practice
In this repo I code many standard algoritmos, just for practice
codingchallenges_solutions
Here I host personal solutions to coding challenges from https://codingchallenges.fyi
cnns_intro
Este repo contiene material didáctico para una introducción a redes neuronales convolucionales
code-practices-vs-performance
An analsis of code practices and their relation to performance
coding-challenges-solutions-python
Solutions for https://codingchallenges.fyi in Python
computervision-fastapi-vs-grpc
To test FastAPI and gRPC for computer vision APIs
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
create-ml-app
Set up a modern machine learning app in one command
DOOM-style-Game-refactor
Guide into applying design principles into a game in Python I found online.
EACD-04-MACHINE-LEARNING-1
Aprendizaje Automático I
Fooocus
Focus on prompting and generating
hand-digit-classifier
In this project I develop a hand digit classifier with Convolutional Neural Networks using TensorFlow 2.0
jekyll-theme-yat
🎨 Yet another theme for elegant writers with modern flat style and beautiful night/dark mode.
mmdetection_instance_segmentation_demo
How to train an instance segmentation model with mmdetection
personal-playground
This is just to store random pieces of code for my own reference later.
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 ;)
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks