johnaffolter's repositories
PiML-Toolbox
PiML (Python Interpretable Machine Learning) toolbox for model development and validation
MDTVSFA
[official] Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training (IJCV 2021)
aws-dataexchange-api-samples
Samples to help you get started with the AWS Data Exchange API.
AWS-S3-File-Utilities
Salesforce Lightning components and supporting software to integrate with Amazon S3 web services.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
TabPy
Execute Python code on the fly and display results in Tableau visualizations:
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.
amazon-sagemaker-local-mode
Amazon SageMaker Local Mode Examples
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Sagemakerpipelines
Machine Learning Pipelines for Kubeflow
notebooks
Notebooks using the Hugging Face libraries 🤗
aws-machine-learning-university-accelerated-cv
Machine Learning University: Accelerated Computer Vision Class
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.
aws-panorama-samples
This repository has samples that demonstrate various aspects of AWS Panorama device and the Panorama SDK
privateConnectDemo
Configuration scripts and other artifacts used to build a demo of Private Connect
Gooey
Turn (almost) any Python command line program into a full GUI application with one line
quilt
Quilt is a self-organizing data hub for S3
diagrams
:art: Diagram as Code for prototyping cloud system architectures
snowflake_spend
Analyze Snowflake Query Spend
ML-YouTube-Courses
📺 A place to discover the latest machine learning courses on YouTube.
aws-cloud-mindmaps
Mindmaps about AWS based on public information
streamify
A data engineering project with Kafka, Spark Streaming, dbt, Docker, Airflow, Terraform, GCP and much more!
MLTeaching
Teaching Machine Learning for Interns
FastTreeSHAP
Fast SHAP value computation for interpreting tree-based models
intro_continual_learning
This is a tutorial to connect the fundamental mathematics to a practical implementation addressing the continual learning problem of artificial intelligence