polars

There are 4 repositories under polars topic.

pola-rs / polars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
arrow dataframe dataframe-library dataframes out-of-core polars python rust
Language:Rust 26000
lk-geimfari / mimesis
Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.
mimesis fake data generator fixtures dummy schema testing python json-generator mock synthetic-data datascience dataframe pandas syntetic polars pytest-plugin factory factory-boy
Language:Python 4302
ibis-project / ibis
the portable Python dataframe library
python impala pandas database clickhouse postgresql sqlite mysql datafusion sql pyspark dask duckdb bigquery pyarrow mssql polars snowflake trino sqlalchemy
Language:Python 4064
DataFrame
hosseinmoein / DataFrame
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
ai cpp data-analysis data-science dataframe financial-data-analysis financial-engineering heterogeneous-data large-data machine-learning multidimensional-data numerical-analysis pandas polars statistical statistical-analysis tensor tensorboard trading-algorithms trading-strategies
Language:C++ 2260
qsv
jqnatividad / qsv
CSVs sliced, diced & analyzed.
csv data-wrangling tsv cli opendata data-engineering ckan excel luau datapackage parquet postgresql sqlite polars snappy rust sql geocode timeseries
Language:Rust 2214
functime-org / functime
Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.
feature-engineering forecasting machine-learning panel-data polars python time-series
Language:Python 886
mwouts / itables
Pandas DataFrames as Interactive DataTables
datatables jupyter pandas polars python quarto shiny visual-studio-code
Language:Jupyter Notebook 656
business-science / pytimetk
Time series easier, faster, more fun. Pytimetk.
pandas polars time time-series timeseries timeseries-analysis
Language:Python 602
ploomber / jupysql
Better SQL in Jupyter. 📊
jupyter sql duckdb mysql bigquery clickhouse hive postgres presto python redshift snowflake spark-sql sqlite trino tsql data-engineering data-science polars
Language:Python 592
ddotta / awesome-polars
A curated list of Polars talks, tools, examples & articles. Contributions welcome !
awesome awesome-list polars collection curated-list nodejs python rstats rust
587
geopolars / geopolars
Geospatial extensions for Polars
apache-arrow geospatial polars pyo3 python rust
Language:Rust 467
pola-rs / r-polars
Bring polars to R
arrow polars r rust
Language:R 386
capitalone / datacompy
Pandas and Spark DataFrame comparison for humans and more!
python pandas spark data data-science compare dataframes numpy pyspark fugue dask polars
Language:Python 378
pola-rs / nodejs-polars
nodejs front-end of polars
polars
Language:TypeScript 305
wiseaidev / rust-data-analysis
Rust for data analysis encyclopedia (WIP).
data-analysis data-science eda rust evcxr jupyter jupyter-notebook ndarray plotters plotters-rs polars notebook probability probability-distribution probability-theory statrs calculas hacktoberfest
Language:Jupyter Notebook 277
nogibjj / rust-mlops-template
A work in progress to build out solutions in Rust for MLOPs
mlops gpu huggingface pytorch rust actix-web aws azure cloud copilot devcontainers microservices polars tensorflow devops gil mlops-workflow onnx pre-trained-model switchtorust
Language:Rust 271
pola-rs / pyo3-polars
Pyo3 extensions for polars
polars
Language:Rust 193
pola-rs / polars-book
Book documentation of the Polars DataFrame library
polars
Language:Makefile 183
kevinheavey / modern-polars
Code and data for the Modern Polars book
data-analytics data-engineering data-science dataengineering pandas polars python
Language:Python 166
pola-rs / polars-xdt
Polars plugin offering eXtra stuff for DateTimes
polars
Language:Python 149
noahgift / rust-mlops-template
A work in progress to build out solutions in Rust for MLOPs
cli hugging huggingface mlops pytorch rust web polars dataframe
Language:Rust 129
wheretrue / biobear
Work with bioinformatic files using Arrow, Polars, and/or DuckDB
bioinformatics biology rust-bio samtools arrow python biopython duckdb polars pyarrow
Language:Rust 120
pola-rs / polars-cli
CLI interface for running SQL queries with Polars as backend
polars sql
Language:Rust 105
sebosp / s2protocol-rs
Starcraft 2 Protocol Replay Reader
arrow nom polars sc2replay sc2replaystats
Language:Rust 102
areshytko / typedframe
Typed wrappers over pandas DataFrames with schema validation
pandas pandas-dataframe dataframe schema data-science python polars schema-validation
Language:Python 90
wukan1986 / expr_codegen
codegen from expression to others, such as polars, pandas
codegen expression pandas polars sympy common-subexpression-elimination deap genetic-algorithm
Language:Python 84
Quantco / polarify
Simplifying conditional Polars Expressions with Python 🐍 🐻‍❄️
ast machine-learning polars python
Language:Python 79
MarcoGorelli / polars-plugins-tutorial
How you (yes, you!) can write a Polars Plugin
polars
Language:Rust 63
nmandery / h3ronpy
A data science toolkit for the H3 geospatial grid
arrow geopandas geospatial h3 pandas polars python
Language:Python 57
ToucanToco / fastexcel
A Python wrapper around calamine
arrow pandas polars python rust
Language:Rust 52
chitralverma / scala-polars
Polars for Scala & Java projects!
arrow big-data dataframe dataframe-library java jni polars rust scala
Language:Scala 50
ddotta / cookbook-rpolars
Cookbook to provide solutions to common tasks and problems in using Polars with R
data-engineering data-science dplyr polars r datatable benchmark tidyr cookbook
Language:CSS 45
abdenlab / oxbow
Read specialized NGS formats as data frames in R, Python, and more.
apache-arrow bioinformatics data-science dataframe fair-data genomics multiomics ngs pandas polars python r rust-lang
Language:Rust 44
danielgafni / dagster-polars
[Project moved] Polars integration for Dagster
dagster dataframe etl polars
Language:Python 42
zjohn77 / lightning-mlflow-hf
Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow
azure-ml hugging-face mlflow polars pytorch-lightning peft qlora deep-learning llm nlp pytorch adapter language-model lora
Language:Python 42
shauryashaurya / learn-data-munging
Notes on Data Engineering with Pandas, PySpark, Dask, Ray, Arrow DataFusion, Polars etc.
dask data-engineering jupyter pandas pyspark ray spark arrow dask-distributed datafusion numpy polars
Language:Jupyter Notebook 41