mattphillipsphd Goto Github PK

autoenc

Using autoencoders to solve interesting problems

aviationnearmiss

Examining--and maybe even modeling!--some flight-school data showing aviation near-misses. Contributors welcome.

courses

fast.ai Courses

cubecrafters

Another failed attempt at creating a Minecraft clone...

distrl

dpsom

Code associated with arXiv manuscript 'DPSOM: Deep Probabilistic Clustering with Self-Organizing Maps'

dynasys

An easy-to-use dynamical systems modeler with great visualizations.

eicu_benchmark

fhir-petl

A Docker container for transforming tabular data (CSV, TSV, XLS, XLSX) to FHIR (JSON).

graphicsgems

Code for the "Graphics Gems" book series

insight-cc

introcv

Code to go along with the Udacity Intro to Computer Vision course

iternet

IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks. High-accuracy medical retina (eye) image segmentation.

ml_utils

Utilities for working with the major ML frameworks

mr_finetune

Fine-tuning Mask-RCNN, following the tutorial https://pytorch.org/tutorials/intermediate/torchvision_tutorial.html

resnets

safe-containers

Containers that are 'deeply' thread-safe in that access is mediated by iterators which forbid concurrent modification.

samsi_wg

Code for SAMSI workgroups

taskdeeplearning

Deep learning tools for task service

tensorflow_dlrtp

tensorflow_rtp_materials

terracraft

tophealth

unit

unsupervised/unpaired image-to-image translation using Coupled GANs

urho_test

vimrc

vim + tmux = crazy delicious

wavesorter

Repo for https://sourceforge.net/projects/wavesorter/