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activator-akka-scala-parfait

Example of Parfait Pattern for Dependency Injection with Akka

akka

Akka Project

automated-manual-comparison

Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.

composingcontracts

Implements a dsl to price financial contracts, as described in link

confidential-container-samples

Repo of Azure Kubernetes service based sample implementations leveraging Azure Confidential Computing Nodes.

ddd-leaven-akka

Reactive DDD with Akka

ddd-leaven-akka-v2

Next generation of ddd-leaven-akka

docker-spark

Docker image for Apache Spark.

explainablemlontology

Work related to the Article Semantic Description of Explainable Machine Learning Workflows for Improving Trust

federatedscope

An easy-to-use federated learning platform

fedml

FedML - The federated and distributed machine learning library enabling machine learning anywhere at any scale. It's backed by FedML, Inc (https://FedML.ai). Supporting large-scale geo-distributed training, cross-device federated learning on smartphones/IoTs, cross-silo federated learning on data silos, and research simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. FedML’s core technology is backed by years of cutting-edge research represented in 50+ publications in ML/FL Algorithms, Security/Privacy, Systems, and Applications, as well as 10 years of industrial experience in Distributed Systems, Cloud Computing, and Mobile/IoT Systems.

h2o

For the "Practical Machine Learning with H2O" book, to be published by O'Reilly (ISBN, etc. coming soon)

hands-on-data-science-for-marketing

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hctsa

Highly comparative time-series analysis code repository

hctsa_phenotypingworm

Running hctsa analysis on movement speed data of five strains of worm

kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, DeepLearning4 and other technologies.

linkml

Linked Open Data Modeling Language

linkml-project-cookiecutter

A cookiecutter for linkml projects. An equivalent of `linkml-ws new project-name`.

linkml-runtime

Runtime support for linkml generated models

ml-schema-core

📚 CORE ontology of ML-Schema and mapping to other machine learning vocabularies and ontologies (DMOP, Exposé, OntoDM, and MEX)

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

mlflow-tutorial

Fully reproducible, Dockerized, step-by-step, tutorial on training and serving a simple sklearn classifier model using mlflow. Detailed blog post published on Towards Data Science.

nupic

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

nvflare

NVIDIA Federated Learning Application Runtime Environment

opaque

An encrypted data analytics platform

paysim

Financial Simulator of Mobile Money Service

pyvertical

Privacy Preserving Vertical Federated Learning

reactive-machine-learning-systems

Code from the book Reactive Machine Learning Systems

securestreams-debs17

SecureStreams, DEBS'17