determined-ai / determinedLinks
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
☆3,198Updated 8 months ago
Alternatives and similar repositories for determined
Users that are interested in determined are comparing it to the libraries listed below
Sorting:
- Serve, optimize and scale PyTorch models in production☆4,353Updated 3 months ago
- Open Source ML Model Versioning, Metadata, and Experiment Management☆1,741Updated last year
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,499Updated 4 months ago
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,684Updated 2 weeks ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,675Updated last week
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,249Updated last week
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …☆6,375Updated this week
- Version control for machine learning☆1,670Updated 9 months ago
- PyTorch extensions for high performance and large scale training.☆3,387Updated 7 months ago
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,153Updated 5 months ago
- Automated Machine Learning on Kubernetes☆1,642Updated this week
- Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.☆5,866Updated last week
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,051Updated this week
- Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…☆1,868Updated 3 weeks ago
- The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI C…☆1,897Updated last year
- Distributed Computing for AI Made Simple☆1,046Updated 2 years ago
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,620Updated this week
- A uniform interface to run deep learning models from multiple frameworks☆941Updated last year
- Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes☆4,811Updated this week
- TFX is an end-to-end platform for deploying production ML pipelines☆2,170Updated 3 weeks ago
- Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains☆1,737Updated 2 years ago
- Automatic architecture search and hyperparameter optimization for PyTorch☆2,509Updated last year
- Mesh TensorFlow: Model Parallelism Made Easier☆1,624Updated 2 years ago
- Elyra extends JupyterLab with an AI centric approach.☆1,973Updated last week
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,688Updated last year
- Enabling PyTorch on XLA Devices (e.g. Google TPU)☆2,704Updated last week
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,748Updated 3 weeks ago
- The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on a…☆732Updated 2 years ago
- The Open Source Feature Store for AI/ML☆6,491Updated this week
- Algorithms for explaining machine learning models☆2,589Updated last month