w-wojtak

sciann-applications

A place to share problems solved with SciANN

tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

ML-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

pacopy

:triangular_ruler: Numerical parameter continuation in Python.

ProjectTemplate

A repository template structure for an analysis project.

my_notes

My small cheatsheets for data science, ML, computer science and more.

scrapR

Extract raw underlying data from PDF figures

academics-on-mastodon

A list of various lists consisting of academics on Mastodon

sketch-a-day

One visual idea a day

python-cheatsheet

Python cheatsheet for beginner :construction_worker:

trained_manifold_attractor

A-PINN

A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations

DynamicFieldFlow

reinforcement-learning

RandomNeuralField

Implementation of "Deep Learning in Random Neural Fields: Numerical Experiments via Neural Tangent Kernel"

ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

styleguide

Style guides for Google-originated open-source projects

course-content-dl

NMA deep learning course

ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

fastbook

The fastai book, published as Jupyter Notebooks

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

cheatsheets

Official Matplotlib cheat sheets

examples

Examples of exercises that accompany Effective Computation in Physics

ThinkPython2

LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.

deepxde

A library for scientific machine learning and physics-informed learning

julia-100-exercises

julia version of 100 numpy exercises

basic_language_comparison

BifurcationKit.jl

A Julia package to perform Bifurcation Analysis