Abdelrahim Koura's Projects
https://harvard-iacs.github.io/2019-CS109A/
Attention Is All You Need | a PyTorch Tutorial to Transformers
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Advanced Deep Learning with Keras, published by Packt
12 Weeks, 24 Lessons, AI for All!
Collection of Algorithms implemented in Python
http://nlp.seas.harvard.edu/2018/04/03/attention.html
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Machine Learning University: Accelerated Computer Vision Class
Open source documentation of Microsoft Azure
Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning
Example file to blink the LED on an Arduino
This project includes all what you need to build a classifier with Pytorch on the Google Colab platform (for using free GPUs)
CNNs for Sentence Classification in PyTorch
Learning materials for Stanford CS149 : Parallel Computing
Code for Stanford CS224u
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Getting Started with PyTorch Lightning, Published by Packt
Deep Learning with TensorFlow 2 and Keras, published by Packt
A collection of various deep learning architectures, models, and tips
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
All about the fundamentals and working of Diffusion Models
a web ui & api for 🤗 diffusers
CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).
Code to accompany my upcoming book "Deep learning with PyTorch Book " from Packt
A tensorflow re-implementation for the paper: "EAST: An Efficient and Accurate Scene Text Detector"