Pinned Repositories
amazon-sagemaker-local-mode
Amazon SageMaker Local Mode Examples
amplify-category-api
The AWS Amplify CLI is a toolchain for simplifying serverless web and mobile development. This plugin provides functionality for the API category, allowing for the creation and management of GraphQL and REST based backends for your amplify project.
aws-cognito-quicksight-auth
A simple JavaScript frontend and SAM template to spin up a serverless backend, federating Cognito User Pools users to QuickSight.
AWS-S3-File-Utilities
Salesforce Lightning components and supporting software to integrate with Amazon S3 web services.
causalml
Uplift modeling and causal inference with machine learning algorithms
esm
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
huggingface-sagemaker-multi-container-endpoint
OmniXAI
OmniXAI: A Library for eXplainable AI
scalene
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python
UnityImageSynthesisTutorial1
Use Unity to generate synthetic images for deep learning image segmentation in PyTorch and fastai
johnaffolter's Repositories
johnaffolter/amazon-sagemaker-local-mode
Amazon SageMaker Local Mode Examples
johnaffolter/AWS-S3-File-Utilities
Salesforce Lightning components and supporting software to integrate with Amazon S3 web services.
johnaffolter/OmniXAI
OmniXAI: A Library for eXplainable AI
johnaffolter/scalene
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python
johnaffolter/amazon-quicksight-sdk-proserve
johnaffolter/amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
johnaffolter/amazon-sagemaker-predict-training-resource-usage
johnaffolter/aws-cloud-mindmaps
Mindmaps about AWS based on public information
johnaffolter/aws-dataexchange-api-samples
Samples to help you get started with the AWS Data Exchange API.
johnaffolter/aws-machine-learning-university-accelerated-cv
Machine Learning University: Accelerated Computer Vision Class
johnaffolter/aws-panorama-samples
This repository has samples that demonstrate various aspects of AWS Panorama device and the Panorama SDK
johnaffolter/aws-serverless-ecommerce-platform
Serverless Ecommerce Platform is a sample implementation of a serverless backend for an e-commerce website. This sample is not meant to be used as an e-commerce platform as-is, but as an inspiration on how to build event-driven serverless microservices on AWS.
johnaffolter/diagrams
:art: Diagram as Code for prototyping cloud system architectures
johnaffolter/FastTreeSHAP
Fast SHAP value computation for interpreting tree-based models
johnaffolter/Gooey
Turn (almost) any Python command line program into a full GUI application with one line
johnaffolter/intro_continual_learning
This is a tutorial to connect the fundamental mathematics to a practical implementation addressing the continual learning problem of artificial intelligence
johnaffolter/MDTVSFA
[official] Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training (IJCV 2021)
johnaffolter/ML-YouTube-Courses
📺 A place to discover the latest machine learning courses on YouTube.
johnaffolter/MLTeaching
Teaching Machine Learning for Interns
johnaffolter/notebooks
Notebooks using the Hugging Face libraries 🤗
johnaffolter/PiML-Toolbox
PiML (Python Interpretable Machine Learning) toolbox for model development and validation
johnaffolter/privateConnectDemo
Configuration scripts and other artifacts used to build a demo of Private Connect
johnaffolter/pyscript
johnaffolter/quilt
Quilt is a self-organizing data hub for S3
johnaffolter/ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
johnaffolter/Sagemakerpipelines
Machine Learning Pipelines for Kubeflow
johnaffolter/snowflake_spend
Analyze Snowflake Query Spend
johnaffolter/streamify
A data engineering project with Kafka, Spark Streaming, dbt, Docker, Airflow, Terraform, GCP and much more!
johnaffolter/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
johnaffolter/TabPy
Execute Python code on the fly and display results in Tableau visualizations: