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awesome-machine-learning-deep-learning-mathematics

A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning

awesome-quantum-machine-learning

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

cluster-guide

A guide to using clusters in general (and th-top in particular)

compressive-sensing-gerchberg-saxton

Software implementation of multiple algorithms for the generation of 3D optogenetics photostimulation patterns with phase-only spatial light modulators

computational-physics-and-astronomy-laboratory

A course that was taken in my undergraduate physics studies at UCLA.

computational_physics_course_mp407

Codes for the Computational Physics course

desy_fs-tuxs_project

Codes developed during the DESY Summer project 2021.

firstcourselaboratoryoptics

Code and other resources to accompany the textbook "A First Course in Laboratory Optics" by A.M. Gretarsson.

growth-school-2020

Hands-on modules for the GROWTH summer school 2020

hamiltonian-nn

Code for our paper "Hamiltonian Neural Networks"

ion-trapping-notes

Some notes

list_repo

List of repositories I find useful, but may or may not be forked by me.

machine-learning-for-physicists

Code for "Machine Learning for Physicists 2020" lecture series

machinelearningstatistics

Machine learning and statistics for physicists

matplotlib-tutorial

Matplotlib tutorial for beginner

matplotlib_for_papers

Handout for the tutorial "Creating publication-quality figures with matplotlib"

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

numerical-mooc

A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.

numericalmethodsphysicswithpython

Codes, tutorials and other resources associated with the textbook "Numerical Methods in Physics with Python" by Alex Gezerlis

physicslabs

pid

PID controller implementation written in C.

plasma_project

pound-drever-hall-laser-locking-simulator

This simulator enables one to simulate the laser frequency stabilization technique, namely the PDH technique, using MATLAB. Relocking and autotuning enabled features are to be added yet.

psiquasp

PsiQuaSP -- Permutation symmetry for identical Quantum Systems Package

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

qcqi

Collection of all the Quantum Computing miniprojects

qiskit-advocate-test

Test questions and solutions for Qiskit advocate program application

qiskit-community-tutorials

A collection of Jupyter notebooks developed by the community showing how to use Qiskit