AWESOME DATA SCIENCE
Section: Miscellaneous Tools · 🏕️ machine learning development environment for data science and AI/ML engineering teams
FreshScore 92
Entry
envd
Appears in 5 awesome lists
🏕️ machine learning development environment for data science and AI/ML engineering teams.
Open github.comtensorchord/envd
Found in these lists
Awesome LLMOps
Section: IDEs and Workspaces · 🏕️ Reproducible development environment for AI/ML.
ActiveScore 75
Awesome MLOps
Section: Machine Learning Platform · Machine learning development environment for data science and AI/ML engineering teams.
FreshScore 80
Awesome Production Machine Learning
Section: Model Training and Orchestration · Machine learning development environment for data science and AI/ML engineering teams.
FreshScore 92
Awesome Python Data Science
Section: Experimentation · 🏕️ machine learning development environment for data science and AI/ML engineering teams.
ActiveScore 71
Often listed next to it
Opik
Comet's open-source AI observability and evaluation platform: deep tracing of LLM calls, conversation logging, and agent activity, plus built-in eval metrics, prompt versioning, guardrails, and the Opik Agent Optimizer. Worth including because it unifies observability, verification, and…
In 16 listsDetails
Apache Airflow
"Use airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The airflow scheduler executes your tasks on an array of workers while following the specified dependencies. Rich command line utilities make performing complex surgeries on DAGs a snap. The rich user interface makes it…
In 13 listsDetails
Ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library. ray.io
In 13 listsDetails
Gradio
Build and share delightful machine learning apps, all in Python. The de facto standard for creating interactive ML demos with automatic UI generation from function signatures. Powers thousands of Hugging Face Spaces.
In 11 listsDetails
Prefect
Workflow management system that makes it easy to take your data pipelines and add semantics like retries, logging, dynamic mapping, caching, failure notifications, and more.
In 11 listsDetails
MindsDB
MindsDB is an Explainable AutoML framework for developers. With MindsDB you can build, train and use state of the art ML models in as simple as one line of code.
In 11 listsDetails