Elevate Your Python Skills: Machine Learning Packages That Transformed My Journey as ML Engineer

This page summarizes the projects mentioned and recommended in the original post on dev.to

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  • pyomo

    An object-oriented algebraic modeling language in Python for structured optimization problems.

    Alternative: pyomo

  • darts

    A python library for user-friendly forecasting and anomaly detection on time series.

    3. darts

  • Onboard AI

    Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.

  • river

    🌊 Online machine learning in Python

    Complimentary: river and skorch

  • FLAML

    A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

    4. FLAML

  • stan

    Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

    Alternatives: stan and edward

  • InfluxDB

    Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.

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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