Popular Machine Learning Deployment Tools

This page summarizes the projects mentioned and recommended in the original post on dev.to
Machine Learning Deep Learning Inference Python serving

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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  • serving

    A flexible, high-performance serving system for machine learning models

    • GitHub

  • serve

    Serve, optimize and scale PyTorch models in production (by pytorch)

    • GitHub

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • server

    The Triton Inference Server provides an optimized cloud and edge inferencing solution. (by triton-inference-server)

    • GitHub

  • pinferencia

    Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

    • GitHub

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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