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Chaos Genius

Appears in 5 awesome lists

ML powered analytics engine for outlier/anomaly detection and root cause analysis..

Open github.comchaos-genius/chaos_genius

Found in these lists

Awesome AI in Finance

Section: Time Series Data · ML powered analytics engine for outlier/anomaly detection and root cause analysis..

FreshScore 87

AWESOME DATA SCIENCE

Section: Miscellaneous Tools · ML powered analytics engine for outlier/anomaly detection and root cause analysis

FreshScore 92

Awesome Machine Learning

Section: Tools · ML powered analytics engine for outlier/anomaly detection and root cause analysis.

FreshScore 93

Awesome Python Data Science

Section: Time Series · ML powered analytics engine for outlier/anomaly detection and root cause analysis

ActiveScore 71

awesome-TS-anomaly-detection

Section: Anomaly Detection Software · Python

StaleScore 52

m2cgen

Transpile trained ML models into other languages. sklearn-porter - Transpile trained scikit-learn estimators to C, Java, JavaScript and others. mlflow - Manage the machine learning lifecycle, including experimentation, reproducibility and deployment. skll - Command-line utilities to make it easier…

In 16 listsDetails

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

promptfoo

Test your prompts, models, RAGs. Evaluate and compare LLM outputs, catch regressions, and improve prompt quality. LLM evals for OpenAI/Azure GPT, Anthropic Claude, VertexAI Gemini, Ollama, Local & private models like Mistral/Mixtral/Llama with CI/CD

In 11 listsDetails