Edgar Ortiz's repositories
satellite-tracking-fork
Satellite tracking
anomaly
Anomaly detection algorithms
web-page
CLEOSat web site with chatGPT
internet-speed
Masure the upload and download speed of my home internet.
hackamine
Develop an alert and monitoring system for air quality in the hackamine competition
coding-interview-university
A complete computer science study plan to become a software engineer.
autoencoders
Autoencoders for outlier detection with data from sdss and MaNGA
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
stylegan
StyleGAN - Official TensorFlow Implementation
leos-ai
Use of AI algorithms to automatically detect the presence of a LEO satellite in an observing image
auto-slide
Automate creation of slides for presentations, mainly for the presentation of papers from arxiv :)
ripser
Ripser: efficient computation of Vietoris–Rips persistence barcodes
tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
plasticc-kit
Starter Kit for the Photometric LSST Astronomical Time-series Classification Challenge
oreilly_getting_started_with_sql
Database files for the O'Reilly book "Getting Started with SQL: A hands on approach for beginners" http://goo.gl/z3zG54
datasauRus
R Package 📦 Containing the Datasaurus Dozen datasets :bar_chart:
Clean-Code-Notes
My notes of Clean Code book
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
AID-explain-me-why
Small repo to illustrate LIME ins astronomy with silly ML regressors for AID journal club
SimCLR-1
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
lime
Lime: Explaining the predictions of any machine learning classifier
PyHealth
A Python Library for Health Predictive Models
random-forest-outlier
Outlier detection algorithm for MaNGA data built upon the Unsupervised Random Fores (URF) in Dalya Baron, Dovi Poznanski, The weirdest SDSS galaxies: results from an outlier detection algorithm, Monthly Notices of the Royal Astronomical Society, Volume 465, Issue 4, March 2017, Pages 4530–4555, https://doi.org/10.1093/mnras/stw3021
betterpython
Code examples for my Write Better Python Code series on YouTube.
susi
SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
hands-free
different scripts to automate they use of the mouse and the keyboard, in order to alleviate my tendinitis
ai_and_health
Literature & Resource Collection for AI/ML in Healthcare and Medicine.
HI-convnets
Estimating galaxy gas mass fractions using SDSS imaging
outlier-detection-approaches
Illustrations of the broad concepts for outlier detection.