mwcoleman Goto Github PK

10-things-linux

Getting better at Linux with 10 mini-projects.

bovw-classifier

Bag of words model image classifier with evaluation on MNIST-fashion data set

fonts

set of fonts needed for weasy report css

iiava_notes

Collection of summarised notes taken during Monash's "Intelligent Image and Video Analysis" unit - FIT5221

ipynb-publish

Simple script to convert jupyter notebooks to markdown with yaml frontmatter for jekyll compatibility

logit

Simple climbing/strength logger to explore reflex-dev library

lxmert

PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".

lxmert_rad

unattached fork of lxmert as test bed

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mimic-cxr-stratification

Simple pre-processing script of MIMIC-CXR for stratification of samples suitable for multi-label scenarios. Uses skmultilearn

ml_notes

moonboardrnn

A MoonBoard Problem Generator (DeepRouteSet) and Grade Predictor (GradeNet) based on LSTM

moonplotter

A small app to get logbook data from the moonboard app and display useful plots.

moonscraper

mwcoleman.github.io

Public blog for my interests.

nbdev-hello-world

A simple introduction to nbdev

nlp-morph-data-hallucination

morphological inflection on low resource languages task using char level transformer and ngram based data augmentation

nlp_notes

Collection of summarised notes taken during Monash FIT5217 - NLP unit.

personalize-sam

Personalize Segment Anything Model (SAM) with 1 shot in 10 seconds

plotly.py

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

prerade

Multimodal transformer pretraining on radiology images and reports

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

rethinking-pyro

Port of Statistical Rethinking (2nd ed.) with Pyro - from numpyro and textbook

sam-adapter-pytorch

Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

segmenteverygrain

A SAM-based model for instance segmentation of images of grains

sonota

Flashing Itead Sonoff devices with custom firmware via original OTA mechanism

speech-language-classifier

volta

Code and data for the framework in "Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs", TACL 2021.