kaoutar55
Dr. Kaoutar El Maghraoui is a principal research scientist at the IBM T.J Watson Research Center working at the intersection of AI and Systems.
IBMYorktown Heights
Pinned Repositories
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.
kaoutar55's Repositories
kaoutar55/analog-nas
Analog AI Neural Architecture Search (analog-nas) is a modular and flexible framework to facilitate implementation of Analog-aware Neural Architecture Search.
kaoutar55/ai-openscale
kaoutar55/aihwkit
IBM Analog Hardware Acceleration Kit
kaoutar55/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).
kaoutar55/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.
kaoutar55/common-ai-datasets
kaoutar55/CreatingandDeployingBlockchainNetworkUsingHyperlederFabricNodeSDK
Create and deploy a blockchain network using Hyperledger Fabric SDK for Node.js
kaoutar55/cuda-training-series
Training materials associated with NVIDIA's CUDA Training Series (www.olcf.ornl.gov/cuda-training-series/)
kaoutar55/cuda_programming
Code from the "CUDA Crash Course" YouTube series by CoffeeBeforeArch
kaoutar55/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.
kaoutar55/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
kaoutar55/kba-corpus
Tools for working with TREC KBA Corpora
kaoutar55/livelossplot
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
kaoutar55/Efficient-LLMs-Survey
Efficient Large Language Models: A Survey
kaoutar55/max-model-example
Example deployable MAX model
kaoutar55/myappsampl
Tutorial sample app
kaoutar55/optimum
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
kaoutar55/product-line-prediction
Created for toolchain: https://console.ng.bluemix.net/devops/toolchains/d86a270e-42fb-487a-bf25-8a015bbd5b98?env_id=ibm%3Ayp%3Aus-south
kaoutar55/soa_research_ai_time_series
A Tour of AI Technologies in Time Series Prediction
kaoutar55/Spoon-Knife
This repo is for demonstration purposes only.
kaoutar55/stable-diffusion-optimization
Comparison / Benchmarks of different Stable Diffusion (SD) optimization techniques
kaoutar55/system-design-interview
:green_book: How to prepare system design questions for IT company
kaoutar55/Training-material
Bootcamp material for IBM DSX training April 3-5 in Singapore
kaoutar55/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
kaoutar55/watson-studio-lab