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ai-openscale

aihwkit

IBM Analog Hardware Acceleration Kit

analog-nas

Analog AI Neural Architecture Search (analog-nas) is a modular and flexible framework to facilitate implementation of Analog-aware Neural Architecture Search.

awesome-quantization-papers

List of papers related to neural network quantization in recent AI conferences and journals (please refer to README in the folder for a better view).

cifar-10

An IPython notebook demonstrating the process of Transfer Learning using pre-trained Convolutional Neural Networks with Keras on the popular CIFAR-10 Image Classification dataset.

common-ai-datasets

creatinganddeployingblockchainnetworkusinghyperlederfabricnodesdk

Create and deploy a blockchain network using Hyperledger Fabric SDK for Node.js

cuda-training-series

Training materials associated with NVIDIA's CUDA Training Series (www.olcf.ornl.gov/cuda-training-series/)

cuda_programming

Code from the "CUDA Crash Course" YouTube series by CoffeeBeforeArch

dlaas-getting-startedtutorial

A Getting Started Tutorial to get you quick-started on using the IBM Watson Studio DLaaS (Deep Learning as a Service) via the Command Line Interface (CLI). Covers basic pre-requisites, creating a Machine Learning Instance, Cloud Object Storage, etc. and a simple demo.

dlaas-getting-startedtutorial-1

This repo is for the IBM MIT AI Lab to use DLaaS in IBM Watson Studio. The demo will use Pytorch to train VGG for CIFAR10. The code is forked from kuangliu (https://github.com/kuangliu/pytorch-cifar) and adapted for submitting the model to IBM Watson Machine Learning on Watson Studio for training. It is meant to get you quick-started. We hope you have some fun running your first models in IBM Cloud

kba-corpus

Tools for working with TREC KBA Corpora

livelossplot

Live training loss plot in Jupyter Notebook for Keras, PyTorch and others

max-model-example

Example deployable MAX model

myappsampl

Tutorial sample app

product-line-prediction

Created for toolchain: https://console.ng.bluemix.net/devops/toolchains/d86a270e-42fb-487a-bf25-8a015bbd5b98?env_id=ibm%3Ayp%3Aus-south

soa_research_ai_time_series

A Tour of AI Technologies in Time Series Prediction

spoon-knife

This repo is for demonstration purposes only.

stable-diffusion-optimization

Comparison / Benchmarks of different Stable Diffusion (SD) optimization techniques

system-design-interview

:green_book: How to prepare system design questions for IT company

training-material

Bootcamp material for IBM DSX training April 3-5 in Singapore

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

watson-studio-lab