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#polars

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

31 records
Tagged “polars”Ranked by health index
PyPI · crates.io
97Exceptionalhealth index
pola-rs/polars
Extremely fast Query Engine for DataFrames, written in Rust
Rust · Python★ 39.3KAug 4, 2026
MITAug 4, 2026 · metrics 2.10.0
PyPI
96Exceptionalhealth index
narwhals-dev/narwhals
Lightweight and extensible compatibility layer between dataframe libraries!
Python★ 1,683Jul 15, 2026
MITJul 15, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
ibis-project/ibis
the portable Python dataframe library
Python★ 6,645↓ 3.9M/moAug 27, 2026
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI
91Excellenthealth index
jebel-quant/jquantstats
Time series and portfolio analytics for quantitative finance.
Python★ 44Jul 18, 2026
MITJul 18, 2026 · metrics 2.10.0
PyPI · npm
91Excellenthealth index
mwouts/itables
Python DataFrames as Interactive DataTables
Python★ 969Jul 25, 2026
MITJul 25, 2026 · metrics 2.10.0
PyPI · crates.io
90Excellenthealth index
ToucanToco/fastexcel
A fast excel reader for Rust and Python
Rust · Python★ 247↓ 3.2M/moAug 19, 2026
MITAug 19, 2026 · metrics 2.10.0
PyPI · npm · crates.io
89Excellenthealth index
xbbg-org/xbbg
Intuitive Data Workflows
Rust · Python · TypeScript★ 716↓ 84.3K/moSep 5, 2026
Apache-2.0Sep 5, 2026 · metrics 2.10.0
npm · PyPI
88Excellenthealth index
benseverndev-oss/goldenmatch
Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.
Python · TypeScript★ 131Sep 6, 2026
MITSep 6, 2026 · metrics 2.10.0
crates.io · PyPI
87Excellenthealth index
Verdenroz/finance-query
Open-source API for financial data. Get quotes, historical data, technical indicators, and more.
Rust · Python★ 42↓ 171/moJul 17, 2026
MITJul 17, 2026 · metrics 2.10.0
PyPI · crates.io
87Excellenthealth index
pmgraham/datagrunt
Datagrunt is a Python library designed to simplify the way you work with CSV, Excel, Parquet, and PDF files. It provides a streamlined approach to reading, processing, and transforming your data into various formats, making data manipulation efficient and intuitive.
Python · Rust★ 13↓ 2,998/moAug 22, 2026
MITAug 22, 2026 · metrics 2.10.0
PyPI
81Excellenthealth index
ml4t/backtest
Event-driven backtesting engine with realistic execution, portfolio, and risk modeling.
Python★ 22Aug 12, 2026
MITAug 12, 2026 · metrics 2.10.0
PyPI
80Excellenthealth index
OpenAfterHours/rwa_calculator
A high-performance, PRA PS1/26 compliant Risk-Weighted Assets (RWA) calculator for credit risk, built with Python and Polars.
Python★ 5↓ 2,126/moJul 19, 2026
Apache-2.0Jul 19, 2026 · metrics 2.10.0
PyPI
75Goodhealth index
rebase-energy/timedatamodel
A lightweight Pythonic data model for time series data, interoperable with NumPy, Pandas and Polars.
Python★ 9Jul 17, 2026
MITJul 17, 2026 · metrics 2.10.0
PyPI · crates.io
73Goodhealth index
borchero/ducklake-sdk
Native SDKs for DuckLake.
Rust · Python★ 56↓ 3,449/moJul 28, 2026
MITJul 28, 2026 · metrics 2.10.0
PyPI · crates.io
71Goodhealth index
BirchKwok/ApexBase
A High-performance HTAP embedded database. A reliable work partner.
Rust · Python★ 3↓ 5,330/moJul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 2.10.0
PyPI
71Goodhealth index
jr200-labs/polars-hist-db
(jetstream | file) --> polars dataframe <--> mariadb (bitemporal)
Python★ 1↓ 6,870/moJul 16, 2026
MITJul 16, 2026 · metrics 2.10.0
PyPI
71Goodhealth index
nicko4o/polars-baseball
Asynchronous Python library for retrieving baseball data (Statcast, Baseball Reference, FanGraphs, Lahman, Retrosheet, MLB Stats API) as Polars DataFrames.
Python★ 0↓ 2,427/moAug 23, 2026
MITAug 23, 2026 · metrics 2.10.0
PyPI
71Goodhealth index
seadonggyun4/truthound
"Sniffs out bad data"
Python★ 18↓ 4,082/moSep 5, 2026
Apache-2.0Sep 5, 2026 · metrics 2.10.0
PyPI
69Goodhealth index
PFund-Software-Ltd/pfeed
Data Engine for AI/Algo Trading: Download/Stream -> Clean -> Store. Supports Data Lakehouse Architecture. Clean Once and Forget.
Python★ 35↓ 1,064/moJul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 2.10.0
PyPI
69Goodhealth index
Solganis/assertpy2
Fluent, fully-typed assertion library for Python: type-narrowing assertions, contract testing, composable matchers, and structural matching.
Python★ 4↓ 6,017/moJul 19, 2026
BSD-3-ClauseJul 19, 2026 · metrics 2.10.0
PyPI · crates.io
69Goodhealth index
jrothbaum/polars_readstat
Polars IO plugin to read SAS (sas7bdat), Stata (dta), and SPSS (sav) files
Rust · Python★ 34↓ 3,511/moAug 22, 2026
Custom licenseAug 22, 2026 · metrics 2.10.0
PyPI · crates.io
65Goodhealth index
wlaur/adbc-driver-monetdb
ADBC driver for MonetDB (Rust): Arrow-native reads and writes for polars, pandas, and the wider ADBC ecosystem
Rust · Python★ 2↓ 5,269/moAug 4, 2026
MITAug 4, 2026 · metrics 2.10.0
crates.io
60Moderatehealth index
jmcnamara/polars_excel_writer
A Polars extension to serialize dataframes to Excel xlsx files
Rust★ 39↓ 4,177/moAug 19, 2026
Apache-2.0Aug 19, 2026 · metrics 2.10.0
PyPI
59Moderatehealth index
5j9/tsetmc
An async Python library to fetch data from https://tsetmc.com/
Python★ 31↓ 1,912/moJul 18, 2026
GPL-3.0Jul 18, 2026 · metrics 2.10.0
PyPI
59Moderatehealth index
nikfio/forex_data
Simple API to aggregate data from the Forex market into a dataframe
Python★ 4Jul 20, 2026
MITJul 20, 2026 · metrics 2.10.0
PyPI
59Moderatehealth index
tse-tick/tse_tick
No repository description published.
Python★ 2↓ 270/moAug 29, 2026
MITAug 29, 2026 · metrics 2.10.0
PyPI
48Weakhealth index
Quantco/polarify
Simplifying conditional Polars Expressions with Python 🐍 🐻‍❄️
Python★ 144↓ 53/moAug 24, 2026
BSD-3-ClauseAug 24, 2026 · metrics 2.10.0
PyPI · crates.io · Maven
39Weakhealth index
sl-agentics/seine
Seine — a Drools-faithful forward-chaining rule engine in Rust, with a dataframe-native Python API
Rust · Python★ 0↓ 647/moSep 6, 2026
Apache-2.0Sep 6, 2026 · metrics 2.10.0
PyPI
34At Riskhealth index
lk-geimfari/mimesis
Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.
Python★ 4,839↓ 2.6M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0