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minerva-ml avatar

minerva-ml/steppyArchived

0
View on GitHub↗
136 stars·32 forks·Python·MIT·6 views

Steppy

Lightweight, Python library for fast and reproducible experimentation :microscope:

Features

  • MLOps and Pipelines - Lightweight pipeline design for machine learning.
  • Data Science Tooling - Lightweight pipeline design for machine learning.
  • Data Science Tools - Lightweight pipeline design for ML experimentation.

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Open-source alternatives to Steppy

Similar open-source projects, ranked by how many features they share with Steppy.
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    Comet LLM is an observability platform and evaluation framework designed for large language model applications and agentic workflows. It functions as a system for tracing, monitoring, and debugging execution flows while providing tools for prompt optimization and the enforcement of AI safety guardrails. The platform distinguishes itself through a combination of model-based scoring and heuristic metrics to quantify output quality and detect hallucinations. It includes a dedicated prompt and agent optimizer with an interactive playground for refining templates and tool configurations. For retri

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  • asavinov/lambdoasavinov avatar

    asavinov/lambdo

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    Feature engineering and machine learning: together at last!

    Python
    View on GitHub↗26
  • dslp/dslpdslp avatar

    dslp/dslp

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    The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process is documented in this repo.

    View on GitHub↗527
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Frequently asked questions

What does minerva-ml/steppy do?

Lightweight, Python library for fast and reproducible experimentation :microscope:

What are the main features of minerva-ml/steppy?

The main features of minerva-ml/steppy are: MLOps and Pipelines, Data Science Tooling, Data Science Tools.

What are some open-source alternatives to minerva-ml/steppy?

Open-source alternatives to minerva-ml/steppy include: dslp/dslp — The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and… dslp/dslp-repo-template — Template repository for data science lifecycle project. comet-ml/comet-examples — Examples of Machine Learning code using Comet.ml. comet-ml/comet-llm — Comet LLM is an observability platform and evaluation framework designed for large language model applications and… asavinov/lambdo — Feature engineering and machine learning: together at last! iterative/cml — CML is a pipeline automation tool for training and evaluating machine learning models, functioning as a CI/CD system…