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apis

The API (CRD) of Volcano

aws-lambda-forecast

Demonstration of aws lambda: HTTP based time series forecasting service.

aws-lambda-simple-forecast

A simple aws lambda function that returns the average value of a time series as forecast.

chalice-tf-demo

Example of how to combine Chalice and Terraform Deployments

comet-commonsense

Code for ACL 2019 Paper: "COMET: Commonsense Transformers for Automatic Knowledge Graph Construction" https://arxiv.org/abs/1906.05317

data-wrangling-tutorials

Examples of data wrangling with Python, numpy and pandas.

docker-build-push-ecr

Example of building and pushing multiple docker images to ECR using Github Actions

docker-keras

Dockerfile to create a GPU enabled Keras and Tensorflow Jupyter with Anaconda3

ds-algo-problems

Collection of Coding problems

flask-example-app

Simple Example of using Flask SQLAlchemy

horovod-setup

Describes how to set up a Horovod Cluster on EC2.

index-analyzer

Streamlit App to show historical price charts for Indices in different country.

jupyter-server-proxy

Jupyter notebook server extension to proxy web services.

misc

miscellaneous things to record.

ml

ML notebooks

mlflow

Open source platform for the machine learning lifecycle

mlflow_regression

Example for End to End Data Science Workflow using MLFlow.

mlops-on-gcp

python-codeartifact-demo

Example of using Github Actions to build & upload a Poetry Package to AWS CodeArtifact

sagemaker-pyspark-example

Example to run Pyspark Code in SageMaker Pipeline

sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

skuber

A Scala Kubernetes client library

spark-3-volcano

Integration of Apache Spark with Volcano Resource Manager

unsupervisedqa

Unsupervised Question answering via Cloze Translation