Rob Forgione's repositories
statefarm-kaggle
A repo for my code for the Kaggle State Farm competition.
vimp
An implementation of the VIMP metric for bootstrap-aggregated models.
WarOfTheRNNs
Training language models off of War of the Worlds by H.G. Wells.
AwesomeRNN
An awesome RNN!
codewars
Solutions to codewars puzzles.
course-v3
The 3rd edition of course.fast.ai
course-v3-hw
Some homework I'm doing for the fastai v3 course.
deepwalk
Implementation of https://arxiv.org/pdf/1403.6652.pdf
dl-course
fast.ai Courses
dl_foundations_study
Study materials for the Deep Learning Foundations fast.ai course.
fastai
The fastai deep learning library, plus lessons and and tutorials
fastai-part2
My code for the 2019 version of fastai-part2.
fastai-v3
Starter app for fastai v3 model deployment on Render
FastAICourse
Code for the FastAI course.
fisheries
My code for the kaggle fisheries competition.
imagetools
Some tools I'm writing to work with image datasets.
keras
Deep Learning for humans
keras-utilities
A package containing the helper classes and functions I use in conjunction with Keras for work in deep learning.
MagiskOnWSA
Integrate Magisk root and Google Apps (OpenGApps) into WSA (Windows Subsystem for Android)
MLTools
Some tooling I use to support ML work.
myfastai
My notebooks recreating and expanding on techniques from the FastAI deep learning course.
nbviewer
Nbconvert as a webservice (rendering ipynb to static HTML)
neuralnet
Neural network code, written from scratch, primarily for learning purposes.
rforgione.github.io
My GitHub IO page.
transformer-research
Some experiments I'm doing on Transformer architectures.
US_County_Level_Election_Results_08-16
United States General Election Presidential Results by County from 2008 to 2016
utils
Some random scripts I use to automate things.
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.