parham1998/Mackey_Glass_Time_Series

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Created almost 3 years ago
Updated almost 3 years ago

parham1998/Mackey_Glass_Time_Series

parham1998

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Implementation of a two-layer perceptron (from scratch) with four back-propagation methods in Python

CNNs-PyTorch

Implementation of some popular CNNs (VGG-Net, Res-Net, Mobile-Net) for image classification on CIFAR-10 dataset with PyTorch library

Kernel-Density-Estimation

Implementation of Kernel-Density-Estimation (KDE) with Matlab

Isolated-Digits-Recognition

Implementation of Persian Isolated-Digits Recognition with Matlab

Pentago_mini-max

Implementation of Pentago game using mini-max algorithm and alpha-beta pruning with JavaFX

Wumpus_Q-Learning

Implementation of 5*5 Wumpus game using Q-Learning algorithm with python and javascript

Generative_Adversarial_Networks

Implementation of some types of GANs (Deep convolutional GAN - Wasserstein GAN - conditional GAN) with PyTorch library

Tictactoe_mini-max

Implementation of Tic tac toe game using mini-max algorithm and alpha-beta pruning with JavaFX

Simple_Diffusion_Model

Implementation of a simple Diffusion model on Sprite dataset with PyTorch library

Naive-Bayes-Classifier

Classification of papers with Naive Bayes algorithm

Enhancing-High-Vocabulary-IA-with-a-Novel-Attention-Based-Pooling

Official Pytorch Implementation of: "Enhancing High-Vocabulary Image Annotation with a Novel Attention-Based Pooling"

LSTM_Projects

Implementation of some fun projects with LSTM (long short-term memory) architecture by PyTorch library

Pitch-Detection

Implementation of Pitch Detection algorithms with Matlab

CNN_Image_Annotaion

Implementation of some basic Image Annotation methods (using various loss functions & threshold optimization) on Corel-5k dataset with PyTorch library