Mahmoud Mohammadi's repositories
annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
BackwardCompatibilityML
Project for open sourcing research efforts on Backward Compatibility in Machine Learning
checklist
Beyond Accuracy: Behavioral Testing of NLP models with CheckList
clip-italian
CLIP (Contrastive Language–Image Pre-training) for Italian
copilot-docs
Documentation for GitHub Copilot
counterfit
a CLI that provides a generic automation layer for assessing the security of ML models
CTGAN
Conditional GAN for Tabular Data
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
DeOldify
A Deep Learning based project for colorizing and restoring old images (and video!)
Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
FairMOT
A simple baseline for one-shot multi-object tracking
gan_tabulardata
Evaluation of synthetic tabular data generation using the GANs (Generative Adversarial Networks)
imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
interpret
Fit interpretable models. Explain blackbox machine learning.
interpret-community
The Interpret Community extends Interpret repo with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
interpret-text
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
jukebox
Code for the paper "Jukebox: A Generative Model for Music"
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
msrflute
Federated Learning Utilities and Tools for Experimentation
OpenAttack
An Open-Source Package for Textual Adversarial Attack.
responsible-ai-widgets
This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.
stable-diffusion
A latent text-to-image diffusion model
stable-diffusion-dreambooth
A notebook containing code to train your own Dreambooth model using Stable Diffusion.
stylegan2-pytorch
Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch
VoTT
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
XLM
PyTorch original implementation of Cross-lingual Language Model Pretraining.