muhd-umer

Muhammad Umer's starred repositories

euro-guesser

EuroGuesser is a web application that challenges your knowledge of European flags.

Language:JavaScript300

news-llm

NewsLLM is a RAG-based LLM application designed to analyze and summarize news articles

Language:PythonMIT300

digitalcomm

Teaching material for Digital Communications

Language:TeX4000

wirelesscomm

Teaching material for wireless communications

Language:MATLAB10100

i-poet

Deep reinforcement learning for intelligent power control in IoT

Language:PythonMIT100

twds-cafe-manuevers

Implementation of paper "Towards Collaborative and Fuel-Efficient Maneuvers for Autonomous Vehicles"

Language:PythonMIT100

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

Language:PythonMIT216700

Pearl

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

Language:Jupyter NotebookMIT256000

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Language:PythonMIT861500

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Language:PythonApache-2.03277400

sionna

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

Language:PythonNOASSERTION71100

Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Language:PythonMIT659900

tianshou

An elegant PyTorch deep reinforcement learning library.

Language:PythonMIT771400

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Language:PythonNOASSERTION511000

nust-ee

Consolidated repository for course materials from the BEE program at NUST-SEECS

Language:Jupyter NotebookMIT300

spotube

🎧 Open source Spotify client that doesn't require Premium nor uses Electron! Available for both desktop & mobile!

Language:DartNOASSERTION2839600

torch-classification

Torch Classification: PyTorch-based Image Classification

Language:PythonMIT100

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

Language:Jupyter NotebookMIT241900

aecc

AeCC: Autoencoders for compressed communication

Language:PythonMIT300

sympy

A computer algebra system written in pure Python

Language:PythonNOASSERTION1272000

AgileRL

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

Language:PythonApache-2.056300

deep-suppressor

DeepSuppressor: A deep learning-based approach to speech denoising

Language:PythonMIT1200

ivy

Convert Machine Learning Code Between Frameworks

Language:PythonNOASSERTION1402300

comyx

Comyx is an optimized and modular Python library for simulating wireless communication systems

Language:PythonMIT1200

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:PythonNOASSERTION8159300

MATLAB-Simulink-Challenge-Project-Hub

This MATLAB and Simulink Challenge Project Hub contains a list of research and design project ideas. These projects will help you gain practical experience and insight into technology trends and industry directions.

Language:MATLABNOASSERTION118600

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

Language:PythonMIT1341800

rl-wireless

RLWireless: Reinforcement learning-based resource allocation for wireless networks

Language:PythonMIT1100

pvt-flax

Unofficial JAX/Flax implementation of Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions.

Language:PythonMIT200

pyramidtabnet

Official PyTorch implementation of PyramidTabNet: Transformer-based Table Recognition in Image-based Documents

Language:PythonMIT1800