EmilyWebber
Principal SA @ Annapurna ML, AWS. Author, keynote speaker, inventor. Meditator, humanist. All thoughts my own.
Amazon Web ServicesWashington, DC
Pinned Repositories
amazon-sagemaker-architecting-for-ml-hcls
An AWS workshop to teach concepts about machine learning and cloud architecture within health care and life sciences
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
autogluon
AutoGluon: AutoML Toolkit for Deep Learning
aws-sagemaker-workshops
Repository for SageMaker Workshops Website.
Banking-On-AI
An Immersion Day for AI/ML
Forecasting-Volatility
Applying Deep Learning to Time Series Forecasts
healthcare-fraud-identification-using-PCA-anomaly-detection
sagemaker-studio-custom-image-samples
This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio
transformers-from-scratch
A lab for building your own transformer from scratch
Pretrain-Vision-and-Large-Language-Models-in-Python
Pretrain Vision and Large Language Models in Python, Published by Packt
EmilyWebber's Repositories
EmilyWebber/healthcare-fraud-identification-using-PCA-anomaly-detection
EmilyWebber/sagemaker-studio-custom-image-samples
This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio
EmilyWebber/transformers-from-scratch
A lab for building your own transformer from scratch
EmilyWebber/amazon-sagemaker-architecting-for-ml-hcls
An AWS workshop to teach concepts about machine learning and cloud architecture within health care and life sciences
EmilyWebber/amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
EmilyWebber/autogluon
AutoGluon: AutoML Toolkit for Deep Learning
EmilyWebber/aws-sagemaker-workshops
Repository for SageMaker Workshops Website.
EmilyWebber/llm-engineering
Code snippets
EmilyWebber/strata-recommender-workshop
Repository for a recommendation engines workshop at Strata NY 2019
EmilyWebber/amazon-sagemaker-script-mode
Amazon SageMaker Script Mode examples
EmilyWebber/Battleship
EmilyWebber/covid19-data-exchange
A repository of helpful datasources, tips and tricks for generating forecasts for your area
EmilyWebber/jeff-barr
The one, the only.
EmilyWebber/ada-lovelace
Wow, I can't believe this name is still available!
EmilyWebber/amazon-sagemaker-architecting-for-ml
Materials for a 3-day instructor led course on applying machine learning
EmilyWebber/aws-robomaker-workshops
Official AWS RoboMaker Workshops Documentation
EmilyWebber/Cube-Optimization
Code for mapping w-space to t-space in combinatorial optimization
EmilyWebber/deepjazz
Deep learning driven jazz generation using Keras & Theano!
EmilyWebber/eagleEye
EmilyWebber/effective-policies-airlines
Repository developing the effective policies research hypothesis, and applying it on airline flight schedule optimization
EmilyWebber/former
Simple transformer implementation from scratch in pytorch.
EmilyWebber/helm-on-sagemaker
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).
EmilyWebber/jukebox
Code for the paper "Jukebox: A Generative Model for Music"
EmilyWebber/mansplaining
Need we say more? Oh right, we probably do!
EmilyWebber/ml-gameday-tutorial
This repository contains code and guides for getting your team quickly started with the ML gameday event.
EmilyWebber/paperswithcode-client
API Client for paperswithcode.com
EmilyWebber/predictive_maint
EmilyWebber/sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
EmilyWebber/stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
EmilyWebber/textract-demo
Enhancing Amazon Textract with pre- and post-processing