TensorFlow Recommenders
An open-source TensorFlow package that makes building, evaluating, and serving sophisticated recommender models easy.
recommendation-systems tensorflow article code
TF Geometric
Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x.
graph-neural-networks graph-convolutional-networks tensorflow code
Simple Transformers: Transformers Made Easy
Simple Transformers removes complexity and lets you get down to what matters – model training and experimenting with the Transformer model architectures.
transformers huggingface simple-transformers text-classification
3D Face: Fast, Accurate and Stable Reconstruction
This work extends the previous work 3DDFA, named 3DDFA_V2, titled Towards Fast, Accurate and Stable 3D Dense Face Alignment, accepted by ECCV 2020.
3d-face face-aligment computer-vision pytorch
🚧 Simple considerations for simple people building fancy NNs
I will try to highlight a few steps of my mental process when it comes to building and debugging neural networks.
checklist training debugging recipe
Sudoku Solver
Solving Sudoku by extracting the puzzle from photo using Computer Vision and OCR and solving it.
computer-vision machine-learning optical-character-recognition code
Self Supervised Learning Fastai Extension
Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.
self-supervised-learning pytorch fastai callbacks
MLOps Tutorial Series
How to create an automatic model training & testing setup using GitHub Actions and Continuous Machine Learning (CML).
ci-cd ml-ops production github-actions
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