maciejczarnacki

PlanetarySystem_HNN

deepxde

A library for scientific machine learning and physics-informed learning

Physics-Based-Deep-Learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

PINA

Physics-Informed Neural networks for Advanced modeling

intro-to-jax-workshop

Introduction to JAX Workshop @ ETH Zurich, 25 June 2024

Three-Body-Problem-Gravitational-System

A python code to calculate planetary orbits in a three-body gravitational system. The code can demonstrate how one planet affects the orbit of another planet. As an example, Earth, Jupiter, Sun system is analyzed.

Physics-Informed-Neural-Networks-for-Quantum-Dynamics

A repo to learn and curate PINN

numpy-ml

Machine learning, in numpy

AMSGradpytorch

Experiments on AMSGrad -- pytorch version

PINNs

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

machine_learning_examples

A collection of machine learning examples and tutorials.

supervision

We write your reusable computer vision tools. 💜

schedule

Python job scheduling for humans.

neurolab

Neurolab is a simple and powerful Neural Network Library for Python

pycaret

An open-source, low-code machine learning library in Python

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

pyttsx3

Offline Text To Speech synthesis for python

CheekyKeys

Use Python, OpenCV, and MediaPipe to control a keyboard with facial gestures

keyboard

Hook and simulate global keyboard events on Windows and Linux.

ElectronBot