erfunmirzaei Goto Github PK

2d-ising-simulation

Simulated 2d Ising Model Using Metropolis-Hastings Algorithm- Information Theory and Learning Course Project

ai-summer-school-2021-groupb

We share some useful notebooks and scripts here to start AI.

bi-directional-lstm

Implemented a Neural Network based on bi-directional LSTM for the sentence-level relation classification- Deep Neural Network Course Project

crowd-counting

Developed Counting Convolutional Neural Network (CCNN) for Crowd Counting- Deep Neural Network Course Project

erfanmirzaei.github.io

fedavg-fedprox

Implemented FedAvg & FedProx: Decentralized Optimization Algorithms for Neural Networks for an Image Classification Task- Distributed Optimization and Learning(DOL) Course Project

generative-cooperative-net

Implemented Generative Cooperative Network for Image Generation and Data Augmentation- Deep Neural Network Course Project

gosgd

Executed GOSGD: A Distributed Deep Learning Algorithms for an Image Classification Task- Distributed Optimization and Learning(DOL) Course Project

imitation-in-social-rl

Replicated a Social Reinforcement Learning Paper’s Task by PyschoPy and Analyzed the Results-Cognitive Science Fundamentals Course Project

informationtheory-minicourse

In this repo, we will share some materials of our mini course about information theory.

kooplearn

A Python package to learn the Koopman operator.

multi-agent-bandit

Compared Non-stationary Multi-armed Bandits in Single-Agent to Multi-Agents Scenarios- Distributed Optimization and Learning(DOL) Course Project

multiagent_rl-for-fighting-forest-fires

Designed Multi-Agent Systems for Fighting Forest Fires (by Group)- Reinforcement Learning Course Project

nbml-bci-competetion-2022

The submission code and dataset for the Fifth BCI Competition focusing on auditory attention held by Iranian National Brain Mapping Laboratory (NBML) .

neural_network_scratch

Implemented a Neural Network from scratch using NumPy. Deep Neural Network Course Project

neuronal-dynamics-exercises

In this repo we try to solve Neuronal Dynamics exercises.

parkinson-detection

Implemented Several ML Techniques for Parkinson’s Detection with Speech Signals- Machine Learning Course Project

rationality-in-dm-game_theoretic-perspective

Presentation slides of a talk about what is rationality in decision making from game theory perspective?

rcnn-imagecaptioning

Trained CNN and RNN Network for Image Captioning Task- Deep Neural Network Course Project

rl-algorithms

Implemented several classic RL algorithms for different tasks- Reinforcement Learning Course Projects

robot-localization

segnet

Implemented the SegNet for Semantic Segmentation Using PyTorch Framework- Deep Neural Network Course Project

social_bandit

transformer-machinetranslation

Developed a Transformer Network from scratch using Pytorch for English to Persian Machine Translation- Deep Neural Network Course Project

understanding-nn

Replicated “Understanding Individual Neuron Importance Using Information Theory” paper. Information Theory and Learning Course Project.