Pinned Repositories
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models and Score-matching Models, a darkhorse in the field of Generative Models
cs-video-courses
List of Computer Science courses with video lectures.
Detailed-Deep-Learning-Program
This is the code related to my Youtube Playlist: Detailed Deep Learning Program.
fastMRI
A large-scale dataset of both raw MRI measurements and clinical MRI images.
ML-Notebooks
:fire: A series of code examples for all sorts of machine learning tasks and applications.
ML-Papers-Explained
Explanation to key concepts in ML
ml-pen-and-paper-exercises
Pen and paper exercises in machine learning
notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
small-object-detection-benchmark
sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors
Swin-Transformer-TF
Tensorflow implementation of Swin Transformer model.
fayezalhussein's Repositories
fayezalhussein/Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models and Score-matching Models, a darkhorse in the field of Generative Models
fayezalhussein/fastMRI
A large-scale dataset of both raw MRI measurements and clinical MRI images.
fayezalhussein/ML-Notebooks
:fire: A series of code examples for all sorts of machine learning tasks and applications.
fayezalhussein/ML-Papers-Explained
Explanation to key concepts in ML
fayezalhussein/ml-pen-and-paper-exercises
Pen and paper exercises in machine learning
fayezalhussein/notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
fayezalhussein/small-object-detection-benchmark
sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors
fayezalhussein/Swin-Transformer-TF
Tensorflow implementation of Swin Transformer model.
fayezalhussein/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
fayezalhussein/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, ... 🧠
fayezalhussein/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
fayezalhussein/Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
fayezalhussein/compressed_vision
fayezalhussein/deit
Official DeiT repository
fayezalhussein/GaitForeMer
Code for GaitForeMer.
fayezalhussein/homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
fayezalhussein/LAVIS
LAVIS - A One-stop Library for Language-Vision Intelligence
fayezalhussein/llm-course
Course with a roadmap and notebooks to get into Large Language Models (LLMs).
fayezalhussein/machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
fayezalhussein/Made-With-ML
Learn how to responsibly develop, deploy and maintain production machine learning applications.
fayezalhussein/mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
fayezalhussein/mukayese
State-of-the-art NLP tools for Turkish
fayezalhussein/MultiModelCNN
Here are the codes for the "Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification using Sentinel-1, Sentinel-2, and LiDAR Data" paper.
fayezalhussein/PepCNN
fayezalhussein/python_for_image_processing_APEER
https://www.youtube.com/playlist?list=PLHae9ggVvqPgyRQQOtENr6hK0m1UquGaG
fayezalhussein/python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
fayezalhussein/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
fayezalhussein/Transformer-in-Computer-Vision
A paper list of some recent Transformer-based CV works.
fayezalhussein/Transformers-Recipe
🧠 A study guide to learn about Transformers
fayezalhussein/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.