Ramzi Charradi's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
PySimpleGUI
Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.
PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Mind-Expanding-Books
:books: Find your next book to read!
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
New-Grad-Positions
A collection of full time roles in SWE, Quant, and PM for new grads.
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Algorithms-Explanation
Popular algorithms explained in simple language with examples and links to their implementation in various programming languages and other required resources.
awesome-explainable-graph-reasoning
A collection of research papers and software related to explainability in graph machine learning.
pytorch_scatter
PyTorch Extension Library of Optimized Scatter Operations
knowledge-distillation-papers
knowledge distillation papers
Awesome-Computer-Vision-Paper-List
This repository contains all the papers accepted in top conference of computer vision, with convenience to search related papers.
awesome-fairness-papers
Papers on fairness in NLP
crossnorm-selfnorm
CrossNorm and SelfNorm for Generalization under Distribution Shifts, ICCV 2021
awesome-bayesian-statistics
A repository for collating all the resources such as articles, blogs, papers, and books related to Bayesian Statistics.
1day_1paper
read 1 paper everyday (only weekday)
fastnumpyio
Fast Numpy I/O : Fast replacement for numpy.load and numpy.save
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
NeurIPS2021_Vision_Transformer_Paper_Collection
NeurIPS2021: Vision Transformer Paper Collection
Awesome-Bag-of-Tricks
👓 A curated list of "Bag of Tricks for xx" papers and related resources.
papers-I-read
I am inspired by my Mentors to kick start an initiative to read a paper a week. This repository will hold all those papers and presentations and related summaries.
30-seconds-of-python
A curated collection of useful Python snippets that you can understand in 30 seconds or less.