Mostafa Haggag's repositories
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
annotated-transformer
An annotated implementation of the Transformer paper.
annotated_deep_learning_paper_implementations
🧑🏫 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, ... 🧠
Automated_Planning_project
Use PDDL to model an emergency services logistics problem and solve it using different planners.
Awesome-Data-Science-Resoruces
A curated list of data science educational resources for essential data science skills
ClimateHPC
Final project for HPC4DS course held at UniTn
Data-Science-Interview-Preperation-Resources
Resoruce to help you to prepare for your comming data science interviews
DiffusionGazeFollowingModel
This is a Gaze Following model based on diffusion models
multimodal-across-domains-gaze-target-detection
Official repo of "Multimodal Across Domains Gaze Target Detection" @ ICMI 2022
Data-Science-Interview-Questions-Answers
Curated list of data science interview questions and answers
davit
[ECCV 2022]Code for paper "DaViT: Dual Attention Vision Transformer"
detr
End-to-End Object Detection with Transformers
DiffusionDet
PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)
dpm-solver
Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)
film
FiLM: Visual Reasoning with a General Conditioning Layer
human-gaze-target-detection-transformer
An implementation of the paper "End-to-End Human-Gaze-Target Detection with Transformers"
k-diffusion
Karras et al. (2022) diffusion models for PyTorch
Learning-OpenCV-4-Computer-Vision-with-Python-Third-Edition
Learning OpenCV 4 Computer Vision with Python 3 – Third Edition, published by Packt
lucidrains-projects
A summary of all lucidrains repositores and links to training / research approaches by LAION or other communities.
Mastering-OpenCV-4-with-Python
Mastering OpenCV 4 with Python, published by Packt
Mastering-Pandas-Second-Edition
Mastering Pandas Second Edition, published by Packt
Mastering-PyTorch
Mastering PyTorch, published by Packt
med-seg-diff-pytorch
Implementation of MedSegDiff in Pytorch - SOTA medical segmentation using DDPM and filtering of features in fourier space
neat-python
Python implementation of the NEAT neuroevolution algorithm
openface
Face recognition with deep neural networks.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch