satyasaran Goto Github PK

amaw-pinn

Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting

awesome-computer-vision-models

A list of popular deep learning models related to classification, segmentation and detection problems

azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

brain-tumor-segmentation

Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation

brain-tumor-segmentation-and-survival-prediction-using-deep-neural-networks

Use of state of the art Convolutional neural network architectures including 3D UNet, 3D VNet and 2D UNets for Brain Tumor Segmentation and using segmented image features for Survival Prediction of patients through deep neural networks.

burgerevopinn

Deep Learning Based Solution of Nonlinear Partial Differential Equations Arising in the Process of Arterial Blood flow

capstone-project-image-classifier-for-the-svhn-dataset-using-deep-learning

cluster-scripts

A collection of useful scripts, templates, and examples for clusters using SLURM https://slurm.schedmd.com/

convolution-layer-visualization-vgg-16

A GUI Tool for visualizing the intermediate layer of VGG-16 CNN trained on Imagenet

cropdl

Deep root phenotyping using Deep Learning

cropml

Non-invasive phenotyping using Machine Learning

deepxde

A library for scientific machine learning and physics-informed learning

dirt

Digital Imaging of Root Traits: Extract trait measurements from images of monocot and dicot roots.

end-to-end-text-summarizer

gpinn

gPINN: Gradient-enhanced physics-informed neural networks

gradcam

gradcamplusplus

keras implementation of gradcam_plus_plus

initializing-tensorflow-environment-on-m3-m3-pro-and-m3-max-macbook-pros.

Unlock the full potential of your Apple Silicon-powered M3, M3 Pro, and M3 Max MacBook Pros by leveraging TensorFlow, the open-source machine learning framework. This repository is tailored to provide an optimized environment for setting up and running TensorFlow on Apple's cutting-edge M3 chips.

kaggle_diabetic

2nd place solution for the Kaggle Diabetic Retinopathy Detection Challenge

keras

Deep Learning for humans

medicalimageanalysis

ml_cassandra_nosql

nilearn

Machine learning for NeuroImaging in Python

onnx

Open standard for machine learning interoperability

physics-informed-neural-networks

Investigating PINNs

pina

Physics-Informed Neural networks for Advanced modeling

pinnpapers

Must-read Papers on Physics-Informed Neural Networks.

pino_applications

Applications of PINOs

plasmapinns

pysr

High-Performance Symbolic Regression in Python and Julia