determined-ai / determined
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
☆3,041Updated this week
Related projects ⓘ
Alternatives and complementary repositories for determined
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,386Updated this week
- PyTorch extensions for high performance and large scale training.☆3,195Updated last week
- Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.☆5,226Updated this week
- ZenML 🙏: The bridge between ML and Ops. https://zenml.io.☆4,073Updated this week
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …☆5,693Updated this week
- Version control for machine learning☆1,650Updated 3 months ago
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆7,161Updated this week
- TFX is an end-to-end platform for deploying production ML pipelines☆2,114Updated this week
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,571Updated this week
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,039Updated this week
- Open source platform for the machine learning lifecycle☆18,812Updated this week
- Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…☆1,801Updated 11 months ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,265Updated 2 months ago
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,561Updated 3 weeks ago
- Accelerated deep learning R&D☆3,295Updated 8 months ago
- The Open Source Feature Store for Machine Learning☆5,613Updated this week
- AIStore: scalable storage for AI applications☆1,290Updated this week
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.☆1,818Updated this week
- Automated Machine Learning on Kubernetes☆1,510Updated 2 weeks ago
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,158Updated this week
- Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains☆1,743Updated last year
- Serve, optimize and scale PyTorch models in production☆4,218Updated 3 weeks ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,328Updated last month
- PyTorch elastic training☆730Updated 2 years ago
- Flax is a neural network library for JAX that is designed for flexibility.☆6,142Updated this week
- cuML - RAPIDS Machine Learning Library☆4,243Updated this week
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,415Updated 2 weeks ago
- A system for quickly generating training data with weak supervision☆5,812Updated 6 months ago
- JAX-based neural network library☆2,909Updated last week
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,356Updated this week