Danial Azimi's starred repositories
reinforcement-learning-algorithms
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
suitability-of-Forward-Forward-and-PEPITA-learning
This repository contains the spreadsheet of the quantitative analysis performed for the paper "Suitability of Forward-Forward and PEPITA Learning to MLCommons-Tiny benchmarks".
bucklespring
Nostalgia bucklespring keyboard sound
Building_Transformers_from_Neurons_and_Astrocytes
Two self-contained notebooks to perform "weight transformer" from pretrained Transformer model to neuron-astrocyte network.
pytorch_forward_forward
Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation
Tetris-deep-Q-learning-pytorch
Deep Q-learning for playing tetris game
human_vs_ai_detector
LLM-Detect AI Generated Text: Identify which essay was written by a large language model
Persian-Sentiment_Analysis
Persian Sentiment Analysis using Snappfood Comments Data
LinearAlgebraPamphlet
Linear Algebra Hand Notes
awesome-ai-papers
A curated list of the most impressive AI papers
annotated_deep_learning_paper_implementations
🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes đź“ť; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... đź§
awesome-persian-nlp-ir
Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources
pytorch-book
Code included in the book, PyTorch Pocket Reference
Resume-NER
Applying BERT for named entity recognition on resumes.
RecurrentGaze
Keras implementation of "Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues" paper
gaze-tracking
state-of-the-art gaze tracking model
GazeCapture
Eye Tracking for Everyone
pytorch-gradual-warmup-lr
Gradually-Warmup Learning Rate Scheduler for PyTorch
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
image-as-set-of-points
[ICLR 2023 Oral] Image as Set of Points
TokenMerging-ViT
A method to increase the speed and lower the memory footprint of existing vision transformers.