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Shambhavi Singh's Projects

arm_mpc icon arm_mpc

ROS package for simulation of model predictive control of a dynamic 2 DOF robotic arm

d-vae icon d-vae

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019

digital-panel-display-meter icon digital-panel-display-meter

Development of a Digital Panel Meter, using LPC2138 architecture (ARM7 family) to receive data from the sensors and display it on an LCD screen

downward icon downward

The Fast Downward domain-independent classical planning system

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

glso icon glso

Official implementation of GLSO: Robot Design Automation (CoRL 2022)

himacc icon himacc

Hierarchical Planning Approach to Multi-agent Collective Construction

hospital_vgae icon hospital_vgae

Using graph variational auto-encoders to design layouts of field hospitals

hybrid-round-robin icon hybrid-round-robin

Proposed hybrid algorithm uses properties of RR, SJF and Priority Scheduling algorithms

identpy icon identpy

Framework for parameter estimation of dynamic nonlinear models.

machine-learning-algorithms icon machine-learning-algorithms

Implementation of fundamental ML concepts on dummy datasets such as clustering methods, feature selection techniques and classification models

pddl.jl icon pddl.jl

Julia parser, interpreter and compiler interface for the Planning Domain Definition Language (PDDL). Planners not included.

quantum-espresso-dop icon quantum-espresso-dop

Calculation of properties of metals, Silicon and Graphenes, using density function theory in Quantum Espresso

uiuc_dl icon uiuc_dl

UIUC Deep Learning for Healthcare Specialization by Prof. Jimeng Sun

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