Dataframes powered by a multithreaded, vectorized query engine, written in Rust
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Dec 17, 2024 - Rust
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polars
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Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.
python testing mock data factory fixtures schema generator fake pandas datascience factory-boy pytest-plugin json-generator dummy dataframe synthetic-data mimesis syntetic polars
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Dec 9, 2024 - Python
Blazing-fast Data-Wrangling toolkit
cli metadata statistics csv sql timeseries sqlite excel opendata postgresql data-engineering snappy parquet ckan data-wrangling geocode dcat luau polars
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Dec 17, 2024 - Rust
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
data-science machine-learning ai cpp pandas statistical-analysis data-analysis tensorboard trading-strategies trading-algorithms tensor statistical dataframe numerical-analysis financial-engineering multidimensional-data heterogeneous-data financial-data-analysis large-data polars
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Dec 16, 2024 - C++
Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.
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Jun 29, 2024 - Python
Pandas DataFrames as Interactive DataTables
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Dec 15, 2024 - Python
A curated list of Polars talks, tools, examples & articles. Contributions welcome !
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Dec 10, 2024
Time series easier, faster, more fun. Pytimetk.
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Nov 6, 2024 - Python
Geospatial extensions for Polars
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Aug 22, 2024 - Rust
Rust for data analysis encyclopedia (WIP).
rust data-science jupyter notebook probability jupyter-notebook eda probability-distribution data-analysis ndarray hacktoberfest probability-theory plotters evcxr calculas plotters-rs polars statrs
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Jul 27, 2024 - Jupyter Notebook
A work in progress to build out solutions in Rust for MLOPs
rust aws devops cloud microservices azure tensorflow gpu pytorch copilot onnx gil actix-web mlops pre-trained-model huggingface devcontainers mlops-workflow polars switchtorust
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Sep 4, 2023 - Rust
MySQL & Postgres Analytics, Reimagined
mysql postgres data-science sql database replication analytics arrow pandas mariadb data-engineering business-intelligence olap parquet columnar-storage htap business-analytics duckdb polars zero-etl
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Dec 17, 2024 - Go
Plotlars is a Rust library designed to facilitate the integration between the Polars data analysis library and Plotly library.
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Nov 9, 2024 - Rust
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