Pinned Repositories
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
lxmert
PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".
MoonBoardRNN
A MoonBoard Problem Generator (DeepRouteSet) and Grade Predictor (GradeNet) based on LSTM
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.
PreRadE
Multimodal transformer pretraining on radiology images and reports
mwcoleman's Repositories
mwcoleman/BoVW-classifier
Bag of words model image classifier with evaluation on MNIST-fashion data set
mwcoleman/lxmert
PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".
mwcoleman/MoonBoardRNN
A MoonBoard Problem Generator (DeepRouteSet) and Grade Predictor (GradeNet) based on LSTM
mwcoleman/nlp_notes
Collection of summarised notes taken during Monash FIT5217 - NLP unit.
mwcoleman/PreRadE
Multimodal transformer pretraining on radiology images and reports
mwcoleman/10-things-linux
Getting better at Linux with 10 mini-projects.
mwcoleman/fonts
set of fonts needed for weasy report css
mwcoleman/iiava_notes
Collection of summarised notes taken during Monash's "Intelligent Image and Video Analysis" unit - FIT5221
mwcoleman/ipynb-publish
Simple script to convert jupyter notebooks to markdown with yaml frontmatter for jekyll compatibility
mwcoleman/lxmert_rad
unattached fork of lxmert as test bed
mwcoleman/nlp-morph-data-hallucination
morphological inflection on low resource languages task using char level transformer and ngram based data augmentation
mwcoleman/logit
Simple climbing/strength logger to explore reflex-dev library
mwcoleman/markdown-here
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
mwcoleman/mimic-cxr-stratification
Simple pre-processing script of MIMIC-CXR for stratification of samples suitable for multi-label scenarios. Uses skmultilearn
mwcoleman/ml_notes
mwcoleman/MoonPlotter
A small app to get logbook data from the moonboard app and display useful plots.
mwcoleman/moonscraper
mwcoleman/mwcoleman.github.io
Public blog for my interests.
mwcoleman/nbdev-hello-world
A simple introduction to nbdev
mwcoleman/Personalize-SAM
Personalize Segment Anything Model (SAM) with 1 shot in 10 seconds
mwcoleman/plotly.py
The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
mwcoleman/pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
mwcoleman/rethinking-pyro
Port of Statistical Rethinking (2nd ed.) with Pyro - from numpyro and textbook
mwcoleman/SAM-Adapter-PyTorch
Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts
mwcoleman/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.
mwcoleman/segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
mwcoleman/segmenteverygrain
A SAM-based model for instance segmentation of images of grains
mwcoleman/SonOTA
Flashing Itead Sonoff devices with custom firmware via original OTA mechanism
mwcoleman/speech-language-classifier
mwcoleman/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.