G-Research / fasttrackmlLinks
Experiment tracking server focused on speed and scalability
β117Updated 11 months ago
Alternatives and similar repositories for fasttrackml
Users that are interested in fasttrackml are comparing it to the libraries listed below
Sorting:
- spock is a framework that helps manage complex parameter configurations during research and development of Python applicationsβ142Updated 2 years ago
- π·οΈ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.β158Updated last month
- π Log and track ML metrics, parameters, models with Git and/or DVCβ184Updated last week
- MLOps Python Libraryβ121Updated 3 years ago
- skops is a Python library helping you share your scikit-learn based models and put them in productionβ510Updated 3 weeks ago
- π¬ modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud stoβ¦β398Updated last year
- aim-mlflow integrationβ234Updated 2 years ago
- Super Simple Similarities Serviceβ155Updated 9 months ago
- Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!β139Updated this week
- Distributed skorch on Ray Trainβ58Updated 3 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.β471Updated 3 years ago
- Joining the modern data stack with the modern ML stackβ201Updated 2 years ago
- π Stream inferences of real-time ML models in production to any data lake (Experimental)β81Updated 3 years ago
- π² A curated list of MLOps projects, tools and resourcesβ186Updated last year
- Chassis turns machine learning models into portable container images that can run just about anywhere.β86Updated last year
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scoresβ100Updated 4 months ago
- An open-source AutoML Library based on PyTorchβ309Updated 3 weeks ago
- β Eurybia monitors model drift over time and securizes model deployment with data validationβ215Updated 2 months ago
- Placeholder for the opensource Grid AI componentsβ45Updated 3 years ago
- UnionML: the easiest way to build and deploy machine learning microservicesβ336Updated 2 years ago
- Deploy MLflow with HTTP basic authentication using Dockerβ104Updated last week
- SPEAR: Programmatically label and build training data quickly.β109Updated last year
- An abstraction layer for parameter tuningβ35Updated last month
- Machine learning experiment tracking and data versioning with DVC extension for VS Codeβ215Updated last week
- Functional deep learningβ108Updated 3 years ago
- DagsHub client librariesβ102Updated last week
- Concept drift monitoring for HA model servers.β101Updated 2 years ago
- A lightweight wrapper for PyTorch that provides a simple declarative API for context switching between devices, distributed modes, mixed-β¦β67Updated 2 years ago
- Create powerful Hydra applications without the yaml files and boilerplate code.β447Updated last week
- ByteHub: making feature stores simpleβ61Updated 4 years ago