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
Fair job scheduler on Mesos for batch workloads and Spark
Stanford CoreNLP: A Java suite of Core NLP tools
CUB is a flexible library of cooperative threadblock primitives and other utilities for CUDA kernel programming.
ZooKeeper client wrapper and rich ZooKeeper framework
General Assembly's Data Science course in Washington, DC
A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Demonstrates how to configure a full stack geo-enabled Internet of Things (IoT) solution using Mesosphere's open sourced Data Center Operating System (DC/OS), Docker, Kafka, Spark, and Elasticsearch. (WIP)
Jupyter Declarative Widget Extension
OpenCL library to train deep convolutional neural networks
Deep Learning for Java, Scala & Clojure on Hadoop, Spark & GPUs
An external module for deep learning4j nlp modules for language specific addons
Deep learning for Scala (Scala wrapper for DL4J)
MIT Deep Learning Book in PDF format
Please use these examples based on deeplearning4j 0.4.* release.
Examples to run on CDH5 with Spark
Docker - the open-source application container engine
A collection of Dockerfiles, also shared on the docker index (https://index.docker.io/).
Java Docker API Client
Docker powered mini-Heroku in around 100 lines of Bash
Service to track changes in your cloud
AWS Workshop for Learning EKS
AWS Service registry for resilient mid-tier load balancing and failover.
These are some code examples