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awesome-ml-pde

Resources about Machine Learning for solving PDEs.

cheatsheet-translation

Translation of VIP cheatsheets for Machine Learning Deep Learning, and Artificial Intelligence

cimms

Projects from the course SF2955 Computer-intensive Methods for Mathematical Statistics @KTH

data_engineering

deepxde

A library for scientific machine learning and physics-informed learning

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

hiclass

A python library for hierarchical classification compatible with scikit-learn

id2223

Repository for labs in the course "Scalable Machine Learning and Deep Learning"

id2223kth.github.io

learning-python-physics-informed-machine-learning-pinns-deeponets

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

lol-aws-hackathon

loldle_helper

lost_ark_sentiment

An app to use sentiment analysis on the subreddit r/lostarkgame

ne_pinn

Repository for my thesis "Normalization Effects on Physics-Informed Neural Networks"

numpy

The fundamental package for scientific computing with Python.

posterior-collapse-list

A curated list of techniques to avoid posterior collapse

sf2935_music_classification

Music Classification Spotify API - Project SF2935 HT22

spotipy

A light weight Python library for the Spotify Web API

zenbytes

A simple guide to MLOps through ZenML and its various integrations.