microsoft / paiLinks
Resource scheduling and cluster management for AI
☆2,684Updated last year
Alternatives and similar repositories for pai
Users that are interested in pai are comparing it to the libraries listed below
Sorting:
- Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.☆2,751Updated last year
- A high performance and generic framework for distributed DNN training☆3,714Updated 2 years ago
- Kubernetes-native Deep Learning Framework☆744Updated last year
- A CLI for Kubeflow.☆805Updated 2 weeks ago
- Open-source implementation of Google Vizier for hyper parameters tuning☆1,561Updated 6 years ago
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,909Updated 2 years ago
- Fast and flexible AutoML with learning guarantees.☆3,462Updated 2 years ago
- BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray☆2,690Updated 3 weeks ago
- Reference implementations of MLPerf® training benchmarks☆1,730Updated last week
- Machine Learning Model Deployment Made Simple☆716Updated 7 years ago
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model c…☆14,308Updated last year
- Automated Machine Learning on Kubernetes☆1,645Updated this week
- Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…☆1,868Updated last month
- A benchmark framework for Tensorflow☆1,147Updated 2 years ago
- Distributed AI Model Training and Fine-Tuning on Kubernetes☆1,982Updated this week
- Collective communications library with various primitives for multi-machine training.☆1,374Updated last week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,641Updated last week
- Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on K…☆692Updated 2 months ago
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,687Updated this week
- Bagua Speeds up PyTorch☆881Updated last year
- A low-latency prediction-serving system☆1,421Updated 4 years ago
- Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet☆3,079Updated 3 years ago
- Multi Model Server is a tool for serving neural net models for inference☆1,025Updated last year
- Model analysis tools for TensorFlow☆1,268Updated 4 months ago
- TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.☆3,864Updated 2 years ago
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,568Updated this week
- Kubernetes Scheduler for Deep Learning☆261Updated 3 years ago
- TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows…☆2,269Updated 2 years ago
- MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.☆4,647Updated last year
- TFX is an end-to-end platform for deploying production ML pipelines☆2,170Updated last week