muhmmadzs Goto Github PK

3d-simulation-of-vehicle-bridge-interaction

This repository is used to simulate the 3D vehicle-bridge-interaction introduced in our published paper.

augmenting-tsc-elastic-averaging

Augmenting Time Series Datasets with Weighted Elastic Barycenter Averaging

autoencoder

Basic Example of Autoencoder model for bridge damage detection

awesome-kan

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.

az-104-microsoftazureadministrator

AZ-104 Microsoft Azure Administrator

bayes-autoencoder

bioma-tcn-ae

Minimal Working Example of a (baseline) Temporal Convolutional Autoencoder (TCN-AE) for Anomaly Detection in Time Series

cfc

Closed-form Continuous-time Neural Networks

crack-detection-tf-1.x.x

Mask and instance-based crack detection for Python 3, Keras and TensorFlow 1.x.x

deep-dive-into-ai-with-mlx-pytorch

"Deep Dive into AI with MLX and PyTorch" is an educational initiative designed to help anyone interested in AI, specifically in machine learning and deep learning, using Apple's MLX and Meta's PyTorch frameworks.

deeplearning-concretedataset

Training dataset for Crack Detection

diffnet

DiffNet: A FEM based neural PDE solver package

dpivae_shared

Code examples for the TU Delft AI summer school

drb-ntnu

Deep Autoencoder Model for Bridge Damage Detection

ds4ds_course

Data Science for Dynamical System Course

erd2

Earthquake Responses prediction using Deep learning and Database

fbpinns

Reproduces the results of the paper "Finite Basis Physics-Informed Neural Networks (FBPINNs): a scalable domain decomposition approach for solving differential equations".

geostatspy

GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz

graph-neural-network

This repo contain the code for implementation of GNN autoencoder

harmonic-oscillator-pinn

Code accompanying my blog post: So, what is a physics-informed neural network?

ijepa

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

laplace

Laplace approximations for Deep Learning.

latent-deeponet

Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."

liquid_time_constant_networks

Code Repository for Liquid Time-Constant Networks (LTCs)

llama3

The official Meta Llama 3 GitHub site

m1-machine-learning-test

Code for testing various M1 Chip benchmarks with TensorFlow.

mixture_density_vaes

Variational Autoencoders with Gaussian Mixture Latent Space

ml-fastvit

This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization"

muhamzs.github.io

neuralcde

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)