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/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.
thatgeeman/nbs
A collection of deep learning portfolio projects hosted as static jupyter notebooks with personal annotations.
thatgeeman/approachingalmost
Approaching (Almost) Any Machine Learning Problem
thatgeeman/bash-git-prompt
PS1 to show git branch in a bash terminal
thatgeeman/course-nlp
A Code-First Introduction to NLP course
thatgeeman/coursera
Source code for Data Structures
thatgeeman/data-engineering-zoomcamp
Free Data Engineering course!
thatgeeman/dtreeviz
A python library for decision tree visualization and model interpretation.
thatgeeman/dummy_package
thatgeeman/egg-impolys
RevTeX template for IMPolyS science day!
thatgeeman/end2end-all-conv
Deep Learning to Improve Breast Cancer Detection on Screening Mammography
thatgeeman/fastbook
The fastai book, published as Jupyter Notebooks
thatgeeman/iscan
GUI for analysis of iSCAT images
thatgeeman/kaggle-api
Official Kaggle API
thatgeeman/manim
Animation engine for explanatory math videos
thatgeeman/Mastering-PyTorch
Mastering PyTorch, published by Packt
thatgeeman/mnist-learner
A linear deep learning model to detect handwritten digits using fastai and PyTorch.
thatgeeman/nbdev_cards
nbdev tutorial
thatgeeman/nbdev_template
Template for nbdev projects
thatgeeman/nlp-in-python-tutorial
comparing stand up comedians using natural language processing
thatgeeman/NNfSiX
Neural Networks from Scratch in various programming languages
thatgeeman/rust_sandbox
Fundamentals of the Rust language
thatgeeman/Search-Replace-DB
This script was made to aid the process of migrating PHP and MySQL based websites. Works with most common CMSes.
thatgeeman/sentdex-nn-basics
Based on the video series by sentdex on neural nets
thatgeeman/sklearn-genetic
Genetic feature selection module for scikit-learn (modified to take in ICC scores)
thatgeeman/sphinx-example
thatgeeman/tensorflow-1-public
thatgeeman/vidly
A simple Django project from the course taught by Mosh Hamedani.
thatgeeman/vim-ms
vim notes from the "missing semester" lecture
thatgeeman/xmgrace_pars
parameters for my xmgrace files