0.11.0

Installation

Installation

Getting Started

Using Modin
Out of Core in Modin

Examples

Examples
- scikit-learn with LinearRegression

Experimental Features

Overview
SQL on Modin Dataframes
Modin Spreadsheets API
Progress Bar
- Quickstart
Distributed XGBoost on Modin
Modin in the Cloud

How is Modin different from ...?

Modin vs. pandas
Modin vs. Dask Dataframe
- API
  - Dask DataFrame
  - Modin
- Architecture
  - Dask DataFrame
  - Modin
Modin vs. Koalas and Spark

Supported APIs

Supported APIs and Defaulting to pandas
- Questions on implementation details
- Defaulting to pandas
pd.DataFrame supported APIs
pd.Series supported APIs
pandas Utilities Supported
- Other objects & structures
pd.read_<file> and I/O APIs

Developer Documentation

Contributing
System Architecture
Partition API in Modin

Engines, Backends, and APIs

pandas on Ray
Pandas on Dask
OmniSci
Pyarrow on Ray

Help

Troubleshooting
- Frequently encountered issues
Contact
- Mailing List
- Issues

Modin

Docs »
System Architecture »
PandasOnRay Frame Implementation
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PandasOnRay Frame Implementation¶

Modin implements Frame, PartitionManager, AxisPartition and Partition classes specific for PandasOnRay backend:

Frame
Partition
AxisPartition
PartitionManager

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