{"categories":[{"label":"Libraries","url":"https://skillfed.io/packages/category/software-development-libraries/4"},{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/7"},{"label":"Internet","url":"https://skillfed.io/packages/category/internet/3"},{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/4"},{"label":"Information Analysis","url":"https://skillfed.io/packages/category/scientific-engineering-information-analysis"}],"enrichment":{"capability":"Python client library for IBM Watson Machine Learning service, enabling model training, testing, and deployment as APIs on IBM Cloud and IBM Cloud Pak for Data.","skillfed_tags":["deprecated","IBM-cloud","model-deployment"],"use_cases":["Deploy trained machine learning models as REST APIs on IBM Cloud for integration into production applications.","Manage model versioning, testing, and promotion workflows within IBM Cloud Pak for Data environments.","Share trained models with team members and collaborate on model evaluation and refinement.","Automate model training and evaluation pipelines using Python scripts on IBM Cloud infrastructure.","Integrate Watson ML service capabilities into Python data science workflows without direct REST calls."],"what_it_does":"ibm-watson-machine-learning is a Python SDK for interacting with IBM's Watson Machine Learning service on IBM Cloud and IBM Cloud Pak for Data. It provides APIs to train, test, and deploy machine learning models as callable endpoints for application integration and team collaboration. The library wraps HTTP interactions with the Watson ML backend, handling authentication and model lifecycle management through a Python interface.\n\nThe package is currently in deprecation mode as of June 2024, with IBM recommending migration to ibm-watsonx-ai for new projects. It depends on common HTTP and data-handling libraries (requests, urllib3, pandas, ibm-cos-sdk) and is maintained at production-stable status, though no releases have shipped in over a year.","worth_installing":"No, unless you are maintaining existing code already using this package. The library is in active deprecation mode (since June 2024) with IBM explicitly recommending migration to ibm-watsonx-ai. New projects should adopt ibm-watsonx-ai instead. Existing users should plan migration using IBM's published guides."},"id":"ibm-watson-machine-learning","links":{"html":"https://skillfed.io/packages/ibm-watson-machine-learning","md":"https://skillfed.io/packages/ibm-watson-machine-learning.md","pypi":"https://pypi.org/project/ibm-watson-machine-learning/"},"maintenance":{"status":"aging"},"meta":{"latest_release":"2025-06-25","license_spdx":null,"license_treatment":"permissive","name":"ibm-watson-machine-learning","python_support":"capped_below_current","summary":"IBM Watson Machine Learning API Client"},"popularity":{"monthly_downloads":1016134,"position":4501,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"1.0.368"}