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tensorchord/envd

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2,211 星标·169 分支·Go·Apache-2.0·5 次浏览envd.tensorchord.ai↗

Envd

🏕️ Reproducible development environment for humans and agents

Features

  • Machine Learning Platform - Development environment for ML engineering teams.
  • MLOps and Pipelines - Containerized development environments for ML.
  • Training and Orchestration - Development environment manager for AI and ML engineering.
  • Data Science Tooling - Containerized development environments for ML.
  • Data Science Tools - Development environment for ML engineering teams.
  • Development Environments - Creates reproducible development environments specifically for AI and ML.
  • Experimentation Tracking - Automates the setup of machine learning development environments.

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Envd 的开源替代方案

相似的开源项目,按与 Envd 的功能重合度排序。
  • iterative/dvciterative 的头像

    iterative/dvc

    15,680在 GitHub 上查看↗

    DVC is a data versioning tool and pipeline orchestrator designed to track large datasets and machine learning models. It functions as a system for managing large data artifacts by storing lightweight metadata in version control while keeping the actual binaries in a separate cache. The project serves as an experiment tracker and remote storage synchronizer, enabling the execution and comparison of machine learning iterations based on hyperparameters and performance metrics. It provides a bridge for pushing and pulling these large data artifacts between local environments and cloud or on-premi

    Python
    在 GitHub 上查看↗15,680
  • ml-tooling/ml-workspaceml-tooling 的头像

    ml-tooling/ml-workspace

    3,540在 GitHub 上查看↗

    🛠 All-in-one web-based IDE specialized for machine learning and data science.

    Jupyter Notebook
    在 GitHub 上查看↗3,540
  • iterative/cmliterative 的头像

    iterative/cml

    4,178在 GitHub 上查看↗

    CML is a pipeline automation tool for training and evaluating machine learning models, functioning as a CI/CD system for machine learning. It serves as a cloud compute orchestrator and Git-based workflow manager that automates model training cycles through branch management, automated commits, and integrated reporting. The project distinguishes itself by provisioning ephemeral cloud instances or Kubernetes nodes to provide specialized hardware for compute-heavy tasks. It also manages remote compute runners, allowing the connection of self-hosted GPU clusters or on-premise machines to execute

    JavaScript
    在 GitHub 上查看↗4,178
  • comet-ml/comet-llmcomet-ml 的头像

    comet-ml/comet-llm

    19,673在 GitHub 上查看↗

    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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查看 Envd 的所有 30 个替代方案→

常见问题解答

tensorchord/envd 是做什么的?

🏕️ Reproducible development environment for humans and agents

tensorchord/envd 的主要功能有哪些?

tensorchord/envd 的主要功能包括:Machine Learning Platform, MLOps and Pipelines, Training and Orchestration, Data Science Tooling, Data Science Tools, Development Environments, Experimentation Tracking。

tensorchord/envd 有哪些开源替代品?

tensorchord/envd 的开源替代品包括: ml-tooling/ml-workspace — 🛠 All-in-one web-based IDE specialized for machine learning and data science. iterative/dvc — DVC is a data versioning tool and pipeline orchestrator designed to track large datasets and machine learning models.… iterative/cml — CML is a pipeline automation tool for training and evaluating machine learning models, functioning as a CI/CD system… dslp/dslp-repo-template — Template repository for data science lifecycle project. dslp/dslp — The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and… comet-ml/comet-examples — Examples of Machine Learning code using Comet.ml.