tensorflow / tfx
TFX is an end-to-end platform for deploying production ML pipelines
☆2,104Updated last week
Related projects: ⓘ
- Model analysis tools for TensorFlow☆1,255Updated 2 weeks ago
- Automated Machine Learning on Kubernetes☆1,483Updated this week
- Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…☆1,778Updated 9 months ago
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆612Updated 2 weeks ago
- Machine Learning Pipelines for Kubeflow☆3,556Updated this week
- Library for exploring and validating machine learning data☆758Updated last week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,338Updated this week
- Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO☆700Updated this week
- Input pipeline framework☆984Updated last week
- The Open Source Feature Store for Machine Learning☆5,476Updated this week
- Open Source ML Model Versioning, Metadata, and Experiment Management☆1,694Updated last month
- A Hyperparameter Tuning Library for Keras☆2,846Updated last month
- A low-latency prediction-serving system☆1,401Updated 3 years ago
- Source code/webpage/demos for the What-If Tool☆904Updated last week
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,332Updated 3 weeks ago
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,004Updated this week
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,549Updated last week
- Hopsworks - Data-Intensive AI platform with a Feature Store☆1,135Updated last week
- Making text a first-class citizen in TensorFlow.☆1,223Updated last week
- Standardized Serverless ML Inference Platform on Kubernetes☆3,468Updated this week
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,416Updated this week
- Useful extra functionality for TensorFlow 2.x maintained by SIG-addons☆1,689Updated 2 weeks ago
- Algorithms for explaining machine learning models☆2,379Updated 2 months ago
- Distributed Computing for AI Made Simple☆1,040Updated last year
- Serve, optimize and scale PyTorch models in production☆4,155Updated this week
- NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale da…☆1,035Updated 2 weeks ago
- Mesh TensorFlow: Model Parallelism Made Easier☆1,581Updated 10 months ago
- MLeap: Deploy ML Pipelines to Production☆1,499Updated 2 months ago
- Integration of TensorFlow with other open-source frameworks☆1,371Updated 4 months ago
- A model-agnostic visual debugging tool for machine learning☆1,644Updated last year