mars-project / marsLinks
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
☆2,751Updated 2 years ago
Alternatives and similar repositories for mars
Users that are interested in mars are comparing it to the libraries listed below
Sorting:
- Scalable Python DS & ML, in an API compatible & lightning fast way.☆1,203Updated last week
- BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.☆2,001Updated 3 years ago
- Kubernetes-native Deep Learning Framework☆745Updated 2 years ago
- A high performance and generic framework for distributed DNN training☆3,717Updated 2 years ago
- Open-source implementation of Google Vizier for hyper parameters tuning☆1,560Updated 6 years ago
- Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…☆1,875Updated 3 weeks ago
- Distributed Computing for AI Made Simple☆1,047Updated 2 years ago
- 腾讯高性能分布式图计算框架Plato☆1,913Updated 4 years ago
- Universal model exchange and serialization format for decision tree forests☆803Updated this week
- ThunderGBM: Fast GBDTs and Random Forests on GPUs☆710Updated 10 months ago
- Resource scheduling and cluster management for AI☆2,686Updated last year
- A low-latency prediction-serving system☆1,422Updated 4 years ago
- An open source python library for automated feature engineering☆7,605Updated this week
- Fast and flexible AutoML with learning guarantees.☆3,460Updated 2 years ago
- Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per s…☆8,468Updated 3 months ago
- Scalable Machine Learning with Dask☆944Updated 4 months ago
- Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more☆2,397Updated last month
- Bagua Speeds up PyTorch☆884Updated last year
- A distributed task scheduler for Dask☆1,664Updated last week
- Open Source ML Model Versioning, Metadata, and Experiment Management☆1,744Updated last year
- TonY is a framework to natively run deep learning frameworks on Apache Hadoop.☆710Updated 2 years ago
- Computing with Python functions.☆4,316Updated 2 weeks ago
- Machine Learning Model Deployment Made Simple☆716Updated 7 years ago
- A distributed graph deep learning framework.☆2,903Updated 2 years ago
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,524Updated 6 months ago
- HiPlot makes understanding high dimensional data easy☆2,800Updated 2 years ago
- Parallel computing with task scheduling☆13,729Updated this week
- Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries☆708Updated 5 years ago
- Extended pickling support for Python objects☆1,881Updated 2 months ago
- A lightweight parameter server interface☆1,559Updated 3 years ago