cemsanga Goto Github PK

2021-cs109a

ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

awesome-courses

:books: List of awesome university courses for learning Computer Science!

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.

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

examples

Examples of exercises that accompany Effective Computation in Physics

fiz437e

The collection of notes and assignments from the course "Statistical Learning from Data: Application in Physics" in Fall semester of 2022 at Istanbul Technical University (ITU).

fys4480

Course at the graduate level on Quantum mechanics for many-particle systems. Contains basics of second quantization, diagrammatic analysis, Hartree-Fock theory, full configuration interaction theory, many-body perturbation theory, Coupled-Cluster theory, Monte Carlo methods, quantum computing and quantum machine learning

katacoda-scenarios

Katacoda Scenarios

m4

Metals, Magnets, and Miscellaneous Materials: Blog Introduction to Computational Condensed Matter

mat555e_assignments

The assignments for the course "Statistical Data Analysis for Computational Sciences" I take at ITU in Spring 2022

math210

An introduction to scientific computing in Python

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

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.

planck

A simple script to plot the Planck's law.

pythoncompphys

Some python workbooks with various topics from Computational Physics

quantum-mechanics

A collection of jupyter notebooks for quantum mechanics tutorials.

rewotes

REal WOrld TEstS: a set of quick take-home assignments used to test one's fit for a position with the company.

template-latex-itu-thesis

LaTeX Template of Istanbul Technical University thesis projects

yurtdisiphdrehberi

The Hitchhiker’s Guide to Graduate School Applications Outside Turkey ( in Turkish)