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Reza Hemmati's Projects

autogamess icon autogamess

This is a python module for automating Raman calculations using GAMESS(us).

avrdude icon avrdude

AVRDUDE is a utility to program AVR microcontrollers

computationalphysics icon computationalphysics

Introductory course in Computational Physics, including linear algebra, eigenvalue problems, differential equations, Monte Carlo methods and more.

computationalphysics2 icon computationalphysics2

Advanced course in Computational Physics, see texbook at http://compphysics.github.io/ComputationalPhysics2/doc/LectureNotes/_build/html/ with an emphasis on computational quantum mechanics, machine learning and quantum computing.

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

donofsw icon donofsw

Donostia Natural Orbital Functional Software

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

machinelearning icon machinelearning

Course on Machine Learning and Statistical data Analysis with book at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html. Contains Linear and Logistic Regression, Neural Networks and Deep Learning methods, Decision Trees, Random forests, Boosting methods and other ensemble methods, support vector machines and cen

mlsummerschool icon mlsummerschool

Material on Machine Learning methods applied to Physics analysis, with an emphasis on Regression and Deep Learning Methods. https://compphysics.github.io/MLSummerSchool/doc/web/course.html gives you direct access to the learning material with lectures slides and jupyter notebooks.

mml-companion icon mml-companion

This is a companion to the ‘Mathematical Foundations’ section of the book, Mathematics for Machine Learning by Marc Deisenroth, Aldo Faisal and Cheng Ong, written in python for Jupyter Notebook.

psi4 icon psi4

Open-Source Quantum Chemistry – an electronic structure package in C++ driven by Python

psi4numpy icon psi4numpy

Combining Psi4 and Numpy for education and development.

pynof icon pynof

Natural-orbital Functional based on PySCF

pyscf icon pyscf

Python module for quantum chemistry

qcengine icon qcengine

Quantum chemistry program executor and IO standardizer (QCSchema).

qcfractal icon qcfractal

A distributed compute and database platform for quantum chemistry.

qgss-2023 icon qgss-2023

All things Qiskit Global Summer School 2023: Theory to Implementation - Lecture notes, Labs and Solutions

quantum_simulation_with_iao icon quantum_simulation_with_iao

This repository contain the code used in " Quantum simulation of molecular systems with intrinsic atomic orbitals" paper https://arxiv.org/abs/2011.08137

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