Amro Abbas's Projects
This repo consists of the final project for the AMMI 2021 students
https://amro-kamal.github.io/amro
Implementation for "Barlow Twins: Self-Supervised Learning via Redundancy Reduction" (not completed!)
Online Booking Website: ReactJs
BERT fine-tuning for text classification
My Pytorch Bert Implementaion
Pytorch Lightning implementation or the paper (Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning)
:bathtub: Clean Code concepts adapted for Python
A simple library I wrote in Python to implement and train some of the famous CNNs models
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
A repo for the project "Arabic Multitask Learning Neural Machine Translation"
This repo is for the Intro to machine learning course - AMMI
Jekyll-Uno - a minimal, responsive theme for Jekyll based on Uno for Ghost
Minimalist NMT for educational purposes
In this repo I will share some ML projects/codes I've worked on
Implementation for "mixup: BEYOND EMPIRICAL RISK MINIMIZATION"
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)
Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)
A class I wrote in numpy to initialize and train a neural network.
papers from different ML topics including NLP, computer vision, general ML algorithms, and more. Part of the papers are highlighted by me. I will try updated the repo every few weeks.