ahassanzadeh

CarSpeed

Speed of a car is predicted from Dash Cam videos with fast training and less than 3% error using linear regression and optical flow.

Major_ML_models_implemented_in_PyTorch

In this repository, A straightforward Pytorch implementation of the Deep Reinforcement Learning Algorithm such as Soft Actor Critic are presented for the one trying to learn Reinforcement Learning algorithms as simple as possible. I would be happy to answer any questions.

RoboGym

A Virtual Training Gym for Autonomous Vehicle using Deep Reinforcement Learning

Transaction_Value_Prediction

Supervised and Unsupervised machine learning applied to forecast next transaction value for real data from 375K customer.

Transactions_Time_Prediction

Supervised and Unsupervised machine learning applied to forecast next transaction time for real data from 375K customer

Trending_Instagram_Posts

This project's goal is to predict the top 5 fashion posts that is trending in Instagram during April 2020.

ahassanzadeh.github.io

My Personal Website.

ahassanzadeh.gthub.io

My Website

ams-2013-2014-solar-energy

SMS_CLASSIFICATION_LSTM_BERT

This repo include two major NLP model for classification of Messages to SPAM and HAM using LSTM and BERT model.

AnimalAI

Code repository for the Animal AI Olympics competition

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

CarPricePrediction

What is the estimated price for the following two vehicles in Excellent condition in Sept 2021?

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

Graph_Transformer_Networks

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

l2rpn-baselines

L2RPN Baselines a repository to host baselines for l2rpn competitions.

lightsim2grid

LightSim2grid implements a c++ backend targeting the Grid2Op (https://github.com/rte-rance/grid2op) platform.

microgridRLsimulator

Delta project benchmarks

models

Models and examples built with TensorFlow

Multi-Armed-Bandits

Plotted the MultI Armed Bandits Plot available in Reinforcement Learning An Introduction by Richard Sutton and Andrew Barto

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

open-sustainable-technology

Listing of worldwide open technology projects preserving a stable climate, energy supply and vital natural resources. Enjoy the website: https://opensustain.tech/

pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pygcn

Graph Convolutional Networks in PyTorch

pymgrid

pymgrid is a python library to generate and simulate a large number of microgrids.

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

RL-Adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

Taxi_Fare_Prediction

This is a challenge to predict the fare amount of a taxi ride in New York city, given the pickup and drop off locations.

TexasSolver

🚀 A very efficient Texas Holdem GTO solver :spades::hearts::clubs::diamonds:

trl

Train transformer language models with reinforcement learning.