Jimmie Munyi's Projects
Train neural networks up to 7x faster
Tutorial on DBT
Experimental Notebook Projects as I learn about Deep Learning
Data Science Life Cycle Process
The fastai deep learning library
Minimal fastai code needed for working with pytorch
The fastai book, published as Jupyter Notebooks
Python supercharged for the fastai library
Template for ML projects
My Blog made by Quarto
🏅 Collection of Kaggle Solutions and Ideas 🏅
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Create delightful software with Jupyter Notebooks
Testing Purposes
Sample code from the Neural Networks from Scratch book.
Custom fork of: https://github.com/LunarVim/nvim-basic-ide
Code for Kaggle Competition at: https://www.kaggle.com/competitions/paddy-disease-classification
Code for competition: https://www.kaggle.com/competitions/us-patent-phrase-to-phrase-matching/
Notebooks for the "A walk with fastai2" Study Group and Lecture Series
Pytorch implementation of convolutional neural network visualization techniques
A 3rd party annotation tool that draw rotated ellipse of cornerstoneTools
Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.
Training a model to recognize Sign Language then running inference on the Webcam
Coming soon
Identification of Snakes upto the species level
The Snake Project (Coming Soon)
OHIF zero-footprint DICOM viewer and oncology specific Lesion Tracker, plus shared extension packages