microsoft / paiLinks
Resource scheduling and cluster management for AI
☆2,677Updated 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.☆2,748Updated last year
- A high performance and generic framework for distributed DNN training☆3,707Updated 2 years ago
- Kubernetes-native Deep Learning Framework☆743Updated last year
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,910Updated 2 years ago
- A CLI for Kubeflow.☆798Updated 3 weeks ago
- Automated Machine Learning on Kubernetes☆1,633Updated last week
- Open-source implementation of Google Vizier for hyper parameters tuning☆1,561Updated 5 years ago
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,683Updated last month
- Reference implementations of MLPerf® training benchmarks☆1,719Updated this week
- A low-latency prediction-serving system☆1,420Updated 4 years ago
- Distributed AI Model Training and Fine-Tuning on Kubernetes☆1,950Updated this week
- Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, …☆3,189Updated 7 months ago
- A benchmark framework for Tensorflow☆1,148Updated 2 years ago
- MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Co…☆5,814Updated 2 months ago
- BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray☆2,687Updated last week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,608Updated last month
- Integration of TensorFlow with other open-source frameworks☆1,373Updated last year
- Bagua Speeds up PyTorch☆883Updated last year
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model c…☆14,282Updated last year
- Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on K…☆691Updated last month
- PyTorch on Kubernetes☆309Updated 3 years ago
- Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…☆1,864Updated last month
- TonY is a framework to natively run deep learning frameworks on Apache Hadoop.☆708Updated 2 years ago
- Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.☆3,214Updated 2 months ago
- Machine Learning Model Deployment Made Simple☆718Updated 7 years ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,658Updated this week
- Serve, optimize and scale PyTorch models in production☆4,350Updated 2 months ago
- A Flexible and Powerful Parameter Server for large-scale machine learning☆6,776Updated last week
- Collective communications library with various primitives for multi-machine training.☆1,364Updated this week
- It is open source ebook about TensorFlow kernel and implementation mechanism.☆2,898Updated 2 years ago