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abaqus_subroutines

A repository of ABAQUS FORTRAN subroutines

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

amiieducates-excpe

Machine Learning and AI Series - University of Alberta Faculty of Extension

bayesiancalibrationskingrowth

Code and data related to publication

bddcml

Massively parallel solver of systems of linear equations using Multilevel Balancing Domain Decomposition based on Constraints (BDDC).

class_labs

Class labs to share with other trainers only

compdam_dgd

continuum damage mechanics (CDM) material model

composite_cdm_tan

3D continuum damage mechanics model for composite materials implemented in Fortran (Abaqus Explicit VUMAT).

conjugate-gradient-in-fortran90

Conjugate gradient method

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

d2l-java

The Java implementation of Dive into Deep Learning (D2L.ai)

datavec

ETL Library for Machine Learning

djl

An Engine-Agnostic Deep Learning Framework in Java

djl-demo

Demo applications showcasing DJL

dl4j-different-behavior

This repository contains a simple example project that should be used to track down the differences in behavior between CPU and CUDA backend.

dl4j-snapshot-example

dt8122-2022

Project assignment for the Probabilistic AI course (DT8122) at NTNU.

expert-aws-development

Expert AWS Development, published by Packt

gan

I have prepared a Deep Convolutional Generative Adversarial Networks here.

gpubootcamp

This repository consists for gpu bootcamp material for HPC and AI

growth

Subroutines and input files for modeling growth in Abaqus

hackathon_workshop

Resources for Hackathon workshop that AMII participates in

hands-on-serverless-deep-learning-with-tensorflow-and-aws-lambda

Hands-On Serverless Deep Learning with TensorFlow and AWS Lambda, published by Packt

intro_biomech_jupyter

Jupyter notebooks for Intro to Biomechanics

java-deep-learning-essentials

Java-Deep-Learning-Essentials Code

java-deep-learning-projects

Java Deep Learning Projects, published by Packt

jsat

Java Statistical Analysis Tool, a Java library for Machine Learning

kuru

Growth and Remodeling code developed during my PhD

languagetranslator_englishfrench

I have prepared a Model which can translate English Language to French Language with above 80% accuracy. I have used Tensorflow and Keras for this Project.

learn-tensorflow

Learning Tensorflow Step by Step:: Concepts, Examples & Applications