Ecosyste.ms: Awesome

https://github.com/ardawanism/reinforcement-learning

this repo contains implementation of different RL Algorithms

Last synced: 20 Jan 2025

https://github.com/ardawanism/convmixer-patches-are-all-you-need

In this repository, a very informative and comprehensive implementation of ConvMixer architecture is provided for educational purposes using PyTorch.

cnns computer-vision convmixer convolutional-neural-networks deep-learning deep-neural-networks machinevision

Last synced: 20 Jan 2025

https://github.com/ardawanism/knowledge-distillation-series

In this repository, comprehensive and step by step explanation and implementation of lots of Knowledge Distillation algorithms are provided.

knowledge-distillation

Last synced: 20 Jan 2025

https://github.com/ardawanism/ardawanism.github.io

Last synced: 20 Jan 2025

https://github.com/ardawanism/mlp-mixer-an-all-mlp-architecture-for-vision

In this repository, a very informative and comprehensive implementation of MLP-Mixer is provided for educational purposes using PyTorch.

computer-vision deep-learning deep-neural-networks fully-connected-network machinevision mlp mlp-mixer

Last synced: 20 Jan 2025

https://github.com/ardawanism/fault-detection-and-identification-2023

In this repo, a few topics about useful Machine Learning and Deep Learning algorithms for Fault Detection and Identification are taught.

convlstm convlstm-network convlstm-pytorch convolutional-neural-networks convolutional-recurrent-network deep-learning deep-neural-networks deeplearning fault-detection fault-diagnosis machine-learning machine-learning-algorithms multilayer-perceptron pytorch pytorch-implementation recurrent-neural-networks

Last synced: 20 Jan 2025

https://github.com/ardawanism/autoencoder_ml_kntu_spring2024

In this repo, a clean and efficient implementation of Fully-Connected or Dense Autoencoder is provided. The code alongside the video content are created for Machine Learning course instructed at Khajeh Nasir Toosi University of Technology (KNTU).

autoencoder autoencoder-neural-network autoencoders deep-learning deep-neural-networks machine-learning

Last synced: 20 Jan 2025

https://github.com/ardawanism/advanced_deep_learning_fall_2023

In this repository some codes and visualizations are provided for Advanced Deep Learning course.

advanced-deep-learning convolutional-neural-networks deep-learning deep-neural-networks machine-learning machine-learning-algorithms recurrent-neural-networks

Last synced: 20 Jan 2025

https://github.com/ardawanism/a-tour-of-pytorch

In this repo, an introductory tutorial on PyTorch is provided. You can learn about the basics of PyTorch alongside defining and training deep neural networks consisting of different layer types such as fully-connected, convolutional, and etc.

convolutional-neural-networks deep-learning deep-neural-networks deeplearning multilayer-perceptron neural-network neural-networks pytorch pytorch-tutorial

Last synced: 10 Oct 2024