Gerardo Salazar's repositories
PGA-Analysis
An end-to-end Data Science project featuring ETL, EDA, Bayesian Inference, Machine Learning models, Sphinx documentation, and reproducible reports via GNU Make.
Recurrent-Kalman-Networks
An implementation and analysis of Recurrent Kalman Networks (https://arxiv.org/pdf/1905.07357.pdf)
Gravitational-WaveNet
A collection of experiments implementing a novel Neural Network architecture for Gravitational Wave classification
Personal-Website
Source code for my personal website
AoC-2020
My Advent of Code 2020 solutions
Athena
Materials involving my Kubernetes cluster homelab
Bookly
A small Python-based REPL program for managing my blog hosted on a MongoDB database
Kubeflow-DigitalOcean
Deploying Kubeflow on a Digital Ocean managed Kubernetes Cluster
This-Pokemon-Does-Not-Exist
A modular implementation of DCGAN and CVAE architectures for generating Pokemon images
Arduino
Experimenting with Arduino using C
diff-zoo
Differentiation for Hackers
Good-Morning
A script for texting my SO every day. hosted on AWS Lambda
Hands-On-Machine-Learning
My personal notes and source code in the from of Jupyter Notebooks following Aurelion Geron's "Hands-On Machine Learning with Scikit-Learn and TensorFlow"
kubernetes-challenge
A repository of projects from the 2021 DigitalOcean Kubernetes Challenge
Lambda
Algorithmic trading and backtesting engine
Linear-Regression
Implementation of linear regression from scratch in Python based on Assignment 1 from Andrew Ng's Machine Learning course on Coursera
MGKDB-Web
A Flask web application for interacting with gyro-kinetic fusion simulation data hosted at the National Energy Research Scientific Computing Center (NERSC)
microblog
A microblogging web application written in Python and Flask that I developed as part of my Flask Mega-Tutorial series.
Modern-Laboratory
A collection of data analysis scripts and reports written during the Modern Laboratory course at The University of Texas at Austin.
Predictive-Analytics-With-R
A collection of R scripts implementing fundamental statistics and predictive analytics techniques
Reddit-Wallpaper-Scraper
A script to set the top post from reddit.com/r/EarthPorn as your wallpaper on a Unix system
Salazar-99
My personal GitHub README
tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️