Renumics / awesome-open-data-centric-ai
Curated list of open source tooling for data-centric AI on unstructured data.
☆701Updated last year
Related projects ⓘ
Alternatives and complementary repositories for awesome-open-data-centric-ai
- The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…☆689Updated this week
- The Fuzzy Labs guide to the universe of open source MLOps☆449Updated 4 months ago
- Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖☆322Updated 11 months ago
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆717Updated last year
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,269Updated this week
- Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…☆418Updated 3 months ago
- Compilation of high-profile real-world examples of failed machine learning projects☆718Updated 5 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆848Updated last year
- OmniXAI: A Library for eXplainable AI☆876Updated 4 months ago
- nannyml: post-deployment data science in python☆1,979Updated 2 weeks ago
- Doubt your data, find bad labels.☆503Updated 4 months ago
- Fast SHAP value computation for interpreting tree-based models☆522Updated last year
- Source code/webpage/demos for the What-If Tool☆920Updated 2 months ago
- ☆704Updated 2 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆383Updated 2 years ago
- Algorithms for outlier, adversarial and drift detection☆2,249Updated this week
- Software Architecture for ML engineers☆383Updated 2 years ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆451Updated this week
- just a bunch of useful embeddings☆467Updated 2 months ago
- 🎲 A curated list of MLOps projects, tools and resources☆183Updated 7 months ago
- Resources for Data Centric AI☆1,103Updated 11 months ago
- Frouros: an open-source Python library for drift detection in machine learning systems.☆194Updated this week
- Open Source Data Annotation & Labeling Tools☆513Updated 3 months ago
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,400Updated 2 weeks ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆254Updated 2 years ago
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆375Updated 6 months ago
- EvalML is an AutoML library written in python.☆784Updated this week
- A toolkit that streamlines and automates the generation of model cards☆426Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆248Updated last month
- Coarse-grained lineage and tracing for machine learning pipelines.☆468Updated 2 years ago