AWESOME DATA SCIENCE
Section: Miscellaneous Tools · Workflow automation platform for machine learning
FreshScore 92
Entry
Flyte
Appears in 5 awesome lists
Kubernetes-native workflow orchestration platform for AI/ML pipelines. Dynamic, resilient orchestration with strong type safety and reproducibility. Used by Lyft, Spotify, and Gojek. Apache 2.0 licensed.
Open github.comflyteorg/flyte
Found in these lists
Awesome LLMOps
Section: Workflow · Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale.
ActiveScore 75
Awesome Open Source AI
Section: 8. MLOps / LLMOps & Production · Kubernetes-native workflow orchestration platform for AI/ML pipelines. Dynamic, resilient orchestration with strong type safety and reproducibility. Used by Lyft, Spotify, and Gojek. Apache 2.0 licensed.
FreshScore 89
Awesome Production Machine Learning
Section: Data Pipeline · Lyft's Cloud Native Machine Learning and Data Processing Platform - (Demo).
FreshScore 92
awesome-go
Section: Other · Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
FreshScore 81
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LiteLLM
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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…
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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
Dagster
Cloud-native orchestration platform for developing and maintaining data assets including ML models. Declarative programming model with integrated lineage and observability. Apache 2.0 licensed.
In 12 listsDetails
KubeStellar Console
Multi-cluster Kubernetes MCP server bridging Gemini CLI to kubeconfig and Kubernetes APIs. Manage clusters, policies, and 20+ CNCF project integrations across edge and cloud. Install via brew tap kubestellar/tap && brew install kc-agent.
In 13 listsDetails
OrcaReplay
by Continuum AI - Records a Claude Code run through a local proxy and replays it offline, reproducing it byte-for-byte with the network off, or forking it from any checkpoint onto a different model. Capture happens below the harness, so shell exit codes, per-turn file changes and MCP calls land on…
In 11 listsDetails