Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Repository Index
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Sarama is a Go library for Apache Kafka.
- kafka
- kafka-client
- go
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
- weak-supervision
- data-cleaning
- data-quality
- noisy-labels
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
- python
- utilities
- cache
- data-structures
data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
- data
- python
- data-engineering
- data-lake
A light-weight, flexible, and expressive statistical data testing library
- pandas
- validation
- schema
- dataframes
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
- dataquality
- spark
- unit-testing
- scala
A micro library providing Ruby objects with Publish-Subscribe capabilities
- ruby
- events
- publish-subscribe
- pubsub
Messaging library for Python.
- celery
- messaging
- python
- message-queue
:bus: Simple and lean service bus implementation for .NET
- rebus
- c-sharp
- service-bus
- messaging
A framework for building messaging apps with .NET and C#.
- command-processor
- command-dispatcher
- brighter
- asynchronously
Compositional, streaming I/O library for Scala
- scala
- stream
- streaming-computation
- fp
JeroMQ is a pure Java implementation of the ZeroMQ messaging library, offering high-performance asynchronous messaging for distributed or concurrent applications.
- jeromq
- libzmq
- messaging
- networking
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
- dataprep
- data-science
- datapreparation
- dataconnector
Ruby and Rails efficient Kafka processing framework
- karafka-framework
- kafka
- kafka-client
- kafka-clients
A lightweight stream processing library for Go
The fully compliant, embeddable high-performance Go MQTT v5 server for IoT, smarthome, and pubsub
- mqtt
- mqtt-broker
- mqtt-server
- mqtt-smarthome
🚀Gev is a lightweight, fast non-blocking TCP network library / websocket server based on Reactor mode. Support custom protocols to quickly and easily build high-performance servers.
- epoll-tcp-server
- kqueue
- golang
- reactor
Lightweight and extensible compatibility layer between dataframe libraries!
Notification library for gophers and their furry friends.
- notifications
- golang
- go
- messaging
A library for event sourcing in Python.
- domain-driven-design
- ddd
- eventsourcing
- cqrs
Stream Processing and Complex Event Processing Engine
- streaming-data-processing
- cep
- stream-processing
- complex-event-processing
MLBox is a powerful Automated Machine Learning python library.
- machine-learning
- auto-ml
- kaggle
- deep-learning
Job processing library for Elixir - compatible with Resque / Sidekiq