Jimmie Munyi's repositories
Sign-Language-App
Training a model to recognize Sign Language then running inference on the Webcam
deeplearning-experiments
Experimental Notebook Projects as I learn about Deep Learning
dslp-testing
Data Science Life Cycle Process
patent-phrase-to-phrase
Code for competition: https://www.kaggle.com/competitions/us-patent-phrase-to-phrase-matching/
similar-books
Coming soon
snake-species-identification
Identification of Snakes upto the species level
composer
Train neural networks up to 7x faster
dbt-tutorial
Tutorial on DBT
fastai
The fastai deep learning library
fastai_minima
Minimal fastai code needed for working with pytorch
fastbook
The fastai book, published as Jupyter Notebooks
fastcore
Python supercharged for the fastai library
jimmiemunyi.dev
My Blog made by Quarto
kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
the-snake-project
The Snake Project (Coming Soon)
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
nbdev
Create delightful software with Jupyter Notebooks
nbdev-minimal
Testing Purposes
nnfs_book
Sample code from the Neural Networks from Scratch book.
nvim-basic-ide
Custom fork of: https://github.com/LunarVim/nvim-basic-ide
paddy-disease-classification
Code for Kaggle Competition at: https://www.kaggle.com/competitions/paddy-disease-classification
Practical-Deep-Learning-for-Coders-2.0
Notebooks for the "A walk with fastai2" Study Group and Lecture Series
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
RotatedEllipticalRoiTool
A 3rd party annotation tool that draw rotated ellipse of cornerstoneTools
self_supervised
Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.
Viewers
OHIF zero-footprint DICOM viewer and oncology specific Lesion Tracker, plus shared extension packages