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amundsen

Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

analyzer

awesome-fastapi

A curated list of awesome things related to FastAPI

awesome-grpc

A curated list of useful resources for gRPC

awesome-mlops

A curated list of references for MLOps

awesome-mlops-1

:sunglasses: A curated list of awesome MLOps tools

awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructured data.

awesome-open-source-mlops

An awesome & curated list of best open source MLOps/LLMOps tools for data scientists.

awesome-public-datasets

A topic-centric list of HQ open datasets.

awesome-time-series

Resources for working with time series and sequence data

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bosquet

LLMOps tools to build, chain, evaluate and deploy prompts for GPT and other models.

cleanlab

The standard package for machine learning with label errors, finding mislabeled data, and uncertainty quantification. Works with most datasets and models.

data-centric-ai

Resources for Data Centric AI

datagristle

Tough and flexible tools for data analysis, transformation, validation and movement.

dataprep

DataPrep — The easiest way to prepare data in Python

datascope

Measuring data importance over ML pipelines using the Shapley value.

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

evidence

Evidence enables analysts to deliver a polished business intelligence system using SQL and markdown

explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

find_job_titles

find any kind of occupation or job title in a text or file

getting-started-notebooks

great_expectations

Always know what to expect from your data.

helm-eks-action

Github Action for executing Helm commands on EKS (using aws-iam-authenticator)

hora

🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

jupyterlab-git

A Git extension for JupyterLab

jupytext

Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts

kepler-mapper

Kepler Mapper: A flexible Python implementation of the Mapper algorithm.

mezmorize

Memoization for python functions (based on Flask-Cache)

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns