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2023-scipy-pandas

2023 Scipy Pandas tutorial

angler

Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

celes

CELES: CUDA-accelerated electromagnetic scattering by large ensembles of spheres

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

cuibm

cuIBM: a GPU-based immersed boundary method code.

dask-tutorial-advanced

deep-learning-for-tracking-and-detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deeplabcut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals

devito

DSL and compiler framework for automated finite-differences and stencil computation

devito_book

Work in progress - Objective is to develop a comprehensive textbook on finite difference computing with Devito

empy

Electromagnetic Python

emustack

EMUstack is an open-source simulation package for calculating light propagation through multi-layered stacks of dispersive, lossy, nanostructured, optical media. It implements a generalised scattering matrix method, which extends the physical intuition of thin film optics to complex structures.

exafmm

fastbook

Draft of the fastai book

fdfdpy

Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

flow360

flybrainlab

An interactive computing platform for studying the function of executable circuits constructed from fly brain data.

flyvis

A connectome constrained deep mechanistic network (DMN) model of the fruit fly visual system

full-stack-ml-metaflow-tutorial

It's all in the name

gemsfmm

Automatically exported from code.google.com/p/gemsfmm

git-extras

GIT utilities -- repo summary, repl, changelog population, author commit percentages and more

jaxwell

Jaxwell is JAX + Maxwell

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lib3mf

lib3mf is an implementation of the 3D Manufacturing Format file standard

lovelyplots

Matplotlib style sheets to nicely format figures for scientific papers, thesis and presentations while keeping them fully editable in Adobe Illustrator.

lstm_tracker

Simple LSTM Network for Object Tracking

magnav.jl

Magnetic Navigation

manim

Animation engine for explanatory math videos