And2300

mlfoam

Thoughts about ML committee for OpenFOAM

alpaca-lora

Instruct-tune LLaMA on consumer hardware

TaskMatrix

research

cursos-python

Cursos completos de IA dictados por Humai

SafeML

Exploring techniques for estimating safety of machine learning classifiers

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

skorch

A scikit-learn compatible neural network library that wraps PyTorch

optuna-examples

Examples for https://github.com/optuna/optuna

Deep-Learning-Tensorflow

Gathers Tensorflow deep learning models.

TOLL

Smartphone_FPM

A Smartphone-based Fourier Ptychographic Microscope Using the Display Screen for Illumination

NSGA-II

Implementation of NSGA-II algorithm in form of a python library.

machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

sdfibm

Immersed boundary method empowered by signed distance field, and OpenFOAM.

machine-learning-and-simulation

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

porousMicroTransport

OpenFOAM solvers for flow and transport in porous media in paper-based microfluidics

gdrl

Grokking Deep Reinforcement Learning

PracticalSessions2019

Materials for the practical sessions at EEML2019

educational

tf-pde

Autodiff based PDE solver implemented on the Tensorflow 2.x API. Package distribution is under the MIT License.

Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_DeepONets

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

mathQ

Data and code for the paper "A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level" by Drori et al., 2022.

AdaptivePINN

Exercise adaptive physics informed neural network (aPINN)

AWP

Astrodynamics with Python book, software, and videos. Spacecraft trajectory and attitude modeling and simulation

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Solar-Transformer

Solar Irradiance Forecasting with Transformer model

DRLinFluids-examples

lettuce

Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method

OpenFoam-Dakota

Open-source, Finite volume method, Multi-physics modeling, Multi-phase modeling, Uncertainty quantification (UQ), Optimization, Surrogate modeling, Parallel computing, Parameter studies