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ankur sharma's Projects

scikit-opt icon scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

service-migration-mdp icon service-migration-mdp

Code for paper "Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process"

smart-city-analytics icon smart-city-analytics

Analyze large data sets collected from a long-range IoT system that uses LoRaWAN networking

spectral-clustering icon spectral-clustering

Implementation of the algorithms described in "Ulrike von Luxburg, A Tutorial on Spectral Clustering"

splitplace icon splitplace

[TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments

ssdp icon ssdp

Python asyncio library for Simple Service Discovery Protocol (SSDP).

stable-baselines3 icon stable-baselines3

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

stgnn icon stgnn

The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network

streamlit icon streamlit

Streamlit — The fastest way to build data apps in Python

temoa icon temoa

Tools for Energy Model Optimization and Analysis

thingsboard-gateway icon thingsboard-gateway

Open-source IoT Gateway - integrates devices connected to legacy and third-party systems with ThingsBoard IoT Platform using Modbus, CAN bus, BACnet, BLE, OPC-UA, MQTT, ODBC and REST protocols

tianshou icon tianshou

An elegant PyTorch deep reinforcement learning library.

tsp-dnn icon tsp-dnn

Training Deep Neural Networks for Wireless Resource Management

tsp_drl_ptrnet icon tsp_drl_ptrnet

PyTorch1.6, "Neural Combinatorial Optimization with Reinforcement Learning", Pointer Networks, Deep RL(Actor-Critic), Traveling Salesman Problem

uara icon uara

J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEEE GLOBECOM 2019.

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