thatgeeman
Physics PhD. Previously @MIAAIDPU @CharlesSadron CNRS @unistra. Computer Vision.
AVL List GmbHAustria
Pinned Repositories
advent-of-code-2024
advent of code 2024, help me god!
datasharing
The Leek group guide to data sharing
kaggle_melanoma
Melanoma classification using PyTorch and Lightning developed in nbdev
nbs
A collection of deep learning portfolio projects hosted as static jupyter notebooks with personal annotations.
pybx
A simple python module to generate anchor (aka default/prior) boxes for object detection tasks.
retinopathy_classification_resnet18
Image classification for early detection of diabetic retinopathy in patients. This project uses a custom ResNet18 model built from scratch using PyTorch.
ts_vae-lstm
Implementation of Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model in PyTorch
vit-pytorch
Implementation of ViT (vision transformer) paper using PyTorch
thatgeeman's Repositories
thatgeeman/pybx
A simple python module to generate anchor (aka default/prior) boxes for object detection tasks.
thatgeeman/ts_vae-lstm
Implementation of Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model in PyTorch
thatgeeman/vit-pytorch
Implementation of ViT (vision transformer) paper using PyTorch
thatgeeman/advent-of-code-2024
advent of code 2024, help me god!
thatgeeman/kaggle_melanoma
Melanoma classification using PyTorch and Lightning developed in nbdev
thatgeeman/Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
thatgeeman/advent-of-code-2022
My solutions to Advent of Code 2022 using Python
thatgeeman/breast_seg
thatgeeman/captum_trial
thatgeeman/complete-dbt-bootcamp-zero-to-hero
Supplementary Materials for the The Complete dbt (Data Build Tool) Bootcamp Udemy course
thatgeeman/coursera_ai4med
thatgeeman/d3-book
Code examples for “Interactive Data Visualization for the Web”
thatgeeman/ESRecsys
Effective and Scalable Recommendation Systems
thatgeeman/fastai
The fastai deep learning library
thatgeeman/inria_sklearn
Notes and exercises from the v1 (2021) INRIA course on ML with scikit-learn
thatgeeman/leetcode
thatgeeman/lightning-level-up
Model development with Lightning.
thatgeeman/local-youtube-rag
Local YouTube RAG with Qdrant and Ollama
thatgeeman/MONAI
AI Toolkit for Healthcare Imaging
thatgeeman/MRQy
MRQy is a quality assurance and checking tool for quantitative assessment of magnetic resonance imaging (MRI) data.
thatgeeman/pointMLP-pytorch
[ICLR 2022 poster] Official PyTorch implementation of "Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework", `study` branch for comments.
thatgeeman/postcodeserver
A tiny JSON server for UK postcode lookups
thatgeeman/pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
thatgeeman/pytorch_tempest
My repo for training neural nets using pytorch-lightning and hydra
thatgeeman/rust-expts
Some code from the Rust Book 2e by Steve Klabnik et. al.
thatgeeman/scikit-learn
scikit-learn: machine learning in Python
thatgeeman/ssd_pytorch
SSD implementation using PyTorch
thatgeeman/udemy-docker-mastery
Docker Mastery Udemy course to build, compose, deploy, and manage containers from local development to high-availability in the cloud
thatgeeman/UdemyCmake_Template
thatgeeman/workflows
Composite Actions workflows for use in fastai projects