mars-project / mars
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
☆2,728Updated last year
Alternatives and similar repositories for mars
Users that are interested in mars are comparing it to the libraries listed below
Sorting:
- BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.☆1,964Updated 2 years ago
- Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…☆1,834Updated last year
- Scalable Python DS & ML, in an API compatible & lightning fast way.☆1,178Updated 2 weeks ago
- A high performance and generic framework for distributed DNN training☆3,679Updated last year
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,877Updated 2 years ago
- parallel graph management and execution in heterogeneous computing☆1,444Updated 2 weeks ago
- 腾讯高性能分布式图计算框架Plato☆1,913Updated 3 years ago
- Machine Learning Model Deployment Made Simple☆719Updated 6 years ago
- Scalable Machine Learning with Dask☆932Updated 3 months ago
- ThunderGBM: Fast GBDTs and Random Forests on GPUs☆699Updated last month
- Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more☆2,296Updated 2 weeks ago
- Source-to-Source Debuggable Derivatives in Pure Python☆2,316Updated 2 years ago
- Universal model exchange and serialization format for decision tree forests☆767Updated last week
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,438Updated 3 weeks ago
- HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.☆2,130Updated this week
- A domain specific language to express machine learning workloads.☆1,759Updated 2 years ago
- A low-latency prediction-serving system☆1,414Updated 4 years ago
- Collective communications library with various primitives for multi-machine training.☆1,297Updated this week
- Fast NumPy array functions written in C☆1,110Updated 2 weeks ago
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,633Updated 3 weeks ago
- TonY is a framework to natively run deep learning frameworks on Apache Hadoop.☆706Updated last year
- Open-source implementation of Google Vizier for hyper parameters tuning☆1,557Updated 5 years ago
- An optimizer that trains as fast as Adam and as good as SGD.☆2,915Updated last year
- A distributed task scheduler for Dask☆1,627Updated this week
- Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.☆3,150Updated 3 weeks ago
- Debugging, monitoring and visualization for Python Machine Learning and Data Science☆3,440Updated last year
- An industrial deep learning framework for high-dimension sparse data☆4,283Updated 7 months ago
- A model-agnostic visual debugging tool for machine learning☆1,660Updated 3 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,340Updated 2 months ago
- A Python package for manipulating 2-dimensional tabular data structures☆1,851Updated last month