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Farzad Mehrabi's Projects

cache-allocation-project icon cache-allocation-project

The purpose of this project is to implement machine learning methods to study resource allocation problems, that is how to share limited resources out among several agents.

caser icon caser

A Matlab implementation of Convolutional Sequence Embedding Recommendation Model (Caser)

caser_pytorch icon caser_pytorch

A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)

cochelab icon cochelab

Code for the content caching algorithm in edge caching.

drlcache icon drlcache

Deep reinforcement learning-based replacement strategy for content caching.

gnn4traffic icon gnn4traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

greed icon greed

Customizable, multilanguage Telegram shop bot with Payments support

pyprobml icon pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

pytorch-learn-reinforcement-learning icon pytorch-learn-reinforcement-learning

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

rl-car icon rl-car

B.Tech Thesis Code for RLCaR: Deep Reinforcement Learning Framework for Optimal and Adaptive Cache Replacement

rlcache icon rlcache

Cache Manager using Reinforcement Learning

rlcar icon rlcar

Reinforcement Learning for Cache admission and Replacement

telegram-bot-shop icon telegram-bot-shop

AutoShop in Telegram. There is a cool admin panel where you can configure everything.

telegram_ecommerce icon telegram_ecommerce

🤖 A telegram bot that can sell products and the salespeople can add, delete, and manage them.

x-ui-english icon x-ui-english

English Version of X-UI, A Multi-protocol & Multi-user Xray Panel with a Web UI and a TG Bot

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