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muraligopal's Projects

ai4sciencetutorial icon ai4sciencetutorial

A tutorial for students that surveys basic ML techniques in ipython notebook format.

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;

csld icon csld

Compressive sensing lattice dynamics

devika icon devika

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.

matgenb icon matgenb

Jupyter notebooks demonstrating the utilization of open-source codes for the study of materials science.

nequip icon nequip

NequIP is a code for building E(3)-equivariant interatomic potentials

pymatgen icon pymatgen

Python Materials Genomics (pymatgen) is a robust materials analysis code that defines core object representations for structures and molecules with support for many electronic structure codes. It is currently the core analysis code powering the Materials Project.

q-e icon q-e

Mirror of the Quantum ESPRESSO repository

qmpy icon qmpy

A suite of computational materials science tools.

simpy icon simpy

a python package for simulation

supercell icon supercell

The program allows you to create regular structure supercell from cif file with partial occupancy and/or substitutions.

vasp-tools icon vasp-tools

A set of tools used for setup, analysis and post-processing of Density Functional Theory (DFT) calculations performed with the VASP package

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