mars
Data processing library
A unified framework for large-scale data computation that scales various libraries and frameworks.
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
3k stars
93 watching
328 forks
Language: Python
last commit: about 1 year ago
Linked from 2 awesome lists
daskdataframejobliblightgbmmachine-learningnumpypandaspythonpytorchrayscikit-learnstatsmodelstensortensorflowxgboost
Related projects:
Repository | Description | Stars |
---|---|---|
numpy/numpy | A comprehensive library providing efficient numerical computation and data manipulation capabilities for Python-based scientific computing. | 28,350 |
pyo3/rust-numpy | Rust bindings for Python's NumPy C-API | 1,151 |
eric-wieser/ros_numpy | A toolset for converting between ROS messages and NumPy arrays | 308 |
wkentaro/pytorch-for-numpy-users | Provides a PyTorch interface for working with NumPy arrays and tensors. | 691 |
botkop/numsca | Numpy for Scala, implementing key features of Numpy in the Scala language | 186 |
pydata/bottleneck | Provides high-performance NumPy array functions written in C. | 1,077 |
boostorg/safe_numerics | Replaces standard numeric types with exception-throwing versions to prevent undefined behavior due to integer overflow | 210 |
moble/quaternion | A NumPy extension that adds quaternion data type support | 614 |
ml31415/numpy-groupies | A package of optimized tools for grouping data by index and calculating aggregated values. | 197 |
nomonosound/numpy-minmax | A fast function for finding the minimum and maximum value in a NumPy array | 11 |
pydata/numexpr | An expression evaluator for arrays in scientific computing and data analysis | 2,255 |
pycqa/flake8-commas | Enforces trailing commas in Python code to avoid merge conflicts and improve readability. | 131 |
radix/sumtypes | Provides Algebraic Data Types in Python | 42 |
capitalone/datacompy | A package to compare and analyze similar data structures from Pandas, Polars, Spark, and Snowpark | 487 |
accelerated-text/numberwords | Converts numbers to natural language expressions | 197 |