Name: Chris Fregly
Type: User
Company: Amazon Web Services
Bio: 1/ Principal Generative AI Engineer @ AWS
2/ O'Reilly Author @ "Generative AI on AWS" and "Data Science on AWS"
3/ Former Netflix and Databricks
Twitter: cfregly
Location: San Francisco, CA
Blog: https://generativeaionaws.com
Chris Fregly's Projects
Airflow is a system to programmatically author, schedule and monitor data pipelines.
Web UI for PrestoDB.
Abstract Algebra for Scala
Applying the deep learning techniques from Alpha Go to play tic-tac-toe
Notebooks and recipes for creating custom entity recognizer for Amazon comprehend.
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
A step-by-step guide that shows how to do text classification by run training/inference for a custom model in Amazon SageMaker
A tool for creating EBS AMIs. This tool currently works for CentOS/RedHat Linux images and is intended to run on an EC2 instance.
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
A platform agnostic Evaluation tool for Machine Learning algorithms
Library for configuration management API
Mirror of Apache Arrow
Web interface for application deployments and cloud management in Amazon Web Services (AWS). Binary download: http://netflix.box.com/asgard
Cassandra Java Client
A curated list of references for Amazon SageMaker
Example application demonstrating the features of Amazon CodeGuru Profiler
Pandas on AWS
Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS
An automated ingestion service for blogs to construct a corpus for NLP research.
CPU and GPU-accelerated Machine Learning Library
A CPU and GPU-accelerated matrix library for data mining
BlinkDB: Sub-Second Approximate Queries on Very Large Data
Logging framework for fast asynchronous logging
A Spotify App that generates playlists that gradually move you from one style of music to another
Breeze is a numerical processing library for Scala.
Hive UDF's for the data warehouse
General Vectorization Lib for Machine Learning Tools
Official Python client library for kubernetes