felperez Goto Github PK

18337

18.337 - Parallel Computing and Scientific Machine Learning

advanced-algorithms

Here I will upload some algorithms which are not typically seen in the basic Machine Learning courses.

blog

cancer-detection

Malignant tumor detection algorithm (stacking)

ds-problems

Random problems in Data Science

every-programmer-should-know

A collection of (mostly) technical things every software developer should know

felperez.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

fractals

Here I'll upload some scripts and jupyter notebooks in which I guide the process of constructing fractals in python

handwriting-recognition

Here I will upload some notebooks performing handwriting recognition with different tools.

hello-world

Tutorial

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

k8s-primer

kafka-poc

machine-learning

In this repository, I will upload some projects I have been working on. These include building algorithms from scratch, as well as some applications of these.

math-problems

Math problems

metal_archives

What are the predominant genres and themes in metal music? (web scraping, sql database, normalize text data, geographic heatmap, word cloud)

mini-game-arduino

Spaceship game for the arduino

ml-miscellanea

Here I will upload some notes I've written about theoretical, technical issues about ML, Prob and Stats

nyc-taxi-fare

In this repository, I will upload the kernel we used for the Kaggle competition 'NYC taxi fare prediction'

pandera

A light-weight, flexible, and expressive statistical data testing library

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

rustlings-solutions

My solutions to the rustlings problems, mostly for bookkeeping purposes. If you think something can be done better, don't hesitate to let me know, it will help with my learning.

sentiment-analysis

In this project we use some deep learning tools to construct a sentiment analysis algorithm. We use a Tweeter dataset containing tweets about airline satisfaction.

statistical-laws

Statistical laws in dynamical systems

tensorflow

In this repository I will upload the tensorflow projects, starting from the simplest ones and increasing in complexity.