Pinned Repositories
301
Lecture Notes for Lower Division Undergraduate Classical Mechanics Course
302
Lecture Notes for Lower Division Undergraduate Electromagnetism and Optics Course
329
Lecture Notes for Undergraduate Computational Physics Course
336K
Lecture Notes for Upper Division Undergraduate Newtonian Dynamics Course
352
Lecture Notes for Upper Division Classical Electrodynamics Course
gmes
GMES (GIST Maxwell's Equations Solver) is a free Python package for the electromagnetic simulation using FDTD method.Forked from Kyungwon Chun <kwchun@gist.ac.kr> https://sourceforge.net/p/gmes/code-git/ci/master/tree/
PyMSI
Collection of python tools for the analysis of Mass Spectrometry Imaging datasets
aitatanit's Repositories
aitatanit/bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
aitatanit/bqplot
Plotting library for IPython/Jupyter notebooks
aitatanit/coursera
Jupyter notebooks for "Computers, Waves, Simulations"
aitatanit/dask-mini-2019
aitatanit/DataViz
Data Visualization With Matplotlib and Seaborn
aitatanit/DeepLearning
Deep Learning From Scratch
aitatanit/dusty-plasma-molecular-dynamics
aitatanit/EDMnets
parameterizing valid Euclidean distance matrices (EDMs) via neural networks
aitatanit/Epidemiology101
Epidemic Modeling 101: Or why your CoVID19 exponential fits are wrong
aitatanit/figures
Code used to generate a series of plots I sometimes use for teaching/introductory material on stellar modelling and helio/asteroseismology.
aitatanit/introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
aitatanit/learnopencv
Learn OpenCV : C++ and Python Examples
aitatanit/manim
Animation engine for explanatory math videos
aitatanit/ML-Webinar
Machine Learning with sklearn tutorials (for Pearson)
aitatanit/ml-workshop-1-of-4
Introduction to Machine learning with Python, 4h interactive workshop
aitatanit/ml-workshop-2-of-4
Intermediate Machine Learning with Scikit-learn, 4h interactive workshop
aitatanit/ml-workshop-3-of-4
Advanced Machine Learning with Scikit-learn part I
aitatanit/ml-workshop-4-of-4
Advanced Machine Learning with Scikit-learn part II
aitatanit/NLP
Natural Language Processing From Scratch
aitatanit/oreilly
aitatanit/oreilly_machine_learning_from_scratch
Resources for the O'Reilly Online Training "Machine Learning from Scratch"
aitatanit/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
aitatanit/Python-Plotly
aitatanit/radarsimnb
Jupyter notebooks of radar simulation based on RadarSimPy
aitatanit/radarsimpy
Radar Simulator built with Python and C++
aitatanit/shotty
Simple desktop screenshot app, written in Python with PyQt5
aitatanit/ThinkDSP
LaTeX source and Python code for "Think DSP: Digital Signal Processing in Python", by Allen B. Downey.
aitatanit/ThinkPython2
LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.
aitatanit/ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
aitatanit/Timeseries
Timeseries from the Ground Up