Brian Schmidt's repositories
simple-ml-model-abc
Code demonstrating a simple Machine Learning model abstract base class and its uses.
ml-model-abc-improvements
Code showing how to add metadata and versioning to an ML model base class.
using-ml-model-abc
Code showing how to use a model based on the ML model base class.
task-queue-ml-model-deployment
Deploying an ML Model in a Task Queue
lambda-ml-model-deployment
Deploying an ML model in AWS Lambda.
etl-job-ml-model-deployment
Deploying an ML model in an ETL job.
streaming-ml-model-deployment
Deploying an ML model in a Kafka streaming processor.
apache-beam-ml-model-deployment
Deploying an ML model in an Apache Beam job.
grpc-ml-model-deployment
Deploying an ML model in a gRPC service.
health-checks-for-ml-model-deployments
Health checks for ML model deployments.
map-reduce-ml-model-deployment
Deploying an ML model in a MapReduce job.
zerorpc-ml-model-deployment
Deploying an ML model in a ZeroRPC service.
caching-for-ml-models
Caching for ML models.
policies-for-ml-models
Policies for machine learning model deployments.
property-based-testing-for-ml-models
Property based testing for ML models.
regression-model
Regression model deployment.
rest-model-service
RESTful service for hosting machine learning models.
websocket-ml-model-deployment
Deploying an ML model in a websocket service.
10-ways-to-deploy-an-ml-model
Blog post about ML model deployments.
address-book-Csharp
A simple C sharp contact manager app
contact-manager-ASP
A simple ASP webpage that manages contact
data-enrichment-for-ml-models
Data enrichment for ML models.
do-kubernetes-cluster
Terraform module for deploying a kubernetes cluster to Digital Ocean.
huffman-encoding
A program that demonstrates huffman encoding
logging-for-ml-models
Logging for ML models.
masters-thesis-code
This is C and CUDA code that I used in my masters thesis
securing-parameters-for-ml-models
Securing parameters for ML model deployments.