aporia-ai / mlops.toysView external linksLinks
π² A curated list of MLOps projects, tools and resources
β187Apr 22, 2024Updated last year
Alternatives and similar repositories for mlops.toys
Users that are interested in mlops.toys are comparing it to the libraries listed below
Sorting:
- Convert XGBoost's DMatrix format to np.arrayβ19Nov 3, 2021Updated 4 years ago
- π« Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and moreβ446Nov 3, 2021Updated 4 years ago
- π Stream inferences of real-time ML models in production to any data lake (Experimental)β81Jun 10, 2022Updated 3 years ago
- π No need to keep checking your training - just one import line and you'll know the second it's done.β344May 29, 2022Updated 3 years ago
- ML pipeline orchestration and model deployments on Kubernetes.β435Aug 18, 2023Updated 2 years ago
- Extracting Entities with Limited Evidenceβ16Dec 26, 2022Updated 3 years ago
- β11Nov 20, 2020Updated 5 years ago
- Proof of concept on how to use TensorFlow for prediction tasks in a multiprocess setting.β18May 24, 2019Updated 6 years ago
- β¨ Landing page for MLEMβ29Apr 23, 2025Updated 9 months ago
- A curated list of awesome MLOps toolsβ5,025Dec 10, 2025Updated 2 months ago
- A curated list of references for MLOpsβ13,698Nov 21, 2024Updated last year
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML vaβ¦β3,976Dec 28, 2025Updated last month
- ZenML π: One AI Platform from Pipelines to Agents. https://zenml.io.β5,202Updated this week
- An open-source data logging library for machine learning models and data pipelines. π Provides visibility into data quality & model perfβ¦β2,795Jan 10, 2025Updated last year
- Some microbenchmarks and design docs before commencementβ12Feb 1, 2021Updated 5 years ago
- Streamlit apps on Cloud Run with Identity-Aware Proxy (IAP).β10Mar 5, 2022Updated 3 years ago
- Evidently is ββan open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Froβ¦β7,111Updated this week
- Bag of, not words, but tricks!β68Oct 31, 2023Updated 2 years ago
- The Open Source Feature Store for AI/MLβ6,702Updated this week
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling β¦β6,524Updated this week
- βΎοΈ CML - Continuous Machine Learning | CI/CD for MLβ4,165Jun 2, 2025Updated 8 months ago
- Code labs for Vertex AIβ46Oct 14, 2021Updated 4 years ago
- A collection of python utility functionsβ11Updated this week
- Fluent dataset operations, compatible with your favorite librariesβ11Sep 4, 2025Updated 5 months ago
- Implementation of the Tower Method, a novel approach to handling missing values.β12Mar 12, 2024Updated last year
- Implementation of the spotlight: a method for discovering systematic errors in deep learning modelsβ11Oct 5, 2021Updated 4 years ago
- Question generation from textβ15Sep 19, 2012Updated 13 years ago
- A scalable & efficient active learning/data selection system for everyone.β218Jul 8, 2024Updated last year
- All the goto functions you need to handle NLP use-cases, integrated in NLPretextβ141Mar 24, 2025Updated 10 months ago
- Aim π« β An easy-to-use & supercharged open-source experiment tracker.β5,992Feb 9, 2026Updated last week
- PyTorch implementation of "A Simple Baseline for Low-Budget Active Learning".β14Dec 22, 2021Updated 4 years ago
- A fast & easy way to train ML models in your cloud, directly from your laptop.β14Mar 28, 2022Updated 3 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningβ20,123Feb 9, 2026Updated last week
- Build data pipelines, the easy way π οΈβ4,144Jun 6, 2023Updated 2 years ago
- β709Sep 13, 2022Updated 3 years ago
- Open-Source Software, Tutorials, and Research on Data-Centric AI π€β346Updated this week
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and moreβ874Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning modelsβ4,719Feb 9, 2026Updated last week
- Coarse-grained lineage and tracing for machine learning pipelines.β471Nov 11, 2022Updated 3 years ago