mwouts/itables

Pandas DataFrames as Interactive DataTables

Language: Jupyter Notebook - Size: 25 MB - Last synced: 1 minute ago - Pushed: about 1 hour ago - Stars: 681 - Forks: 52

Neural-Dragon-AI/Cynde

A Framework For Intelligence Farming

Language: Python - Size: 846 KB - Last synced: about 9 hours ago - Pushed: about 10 hours ago - Stars: 11 - Forks: 0

ibis-project/ibis

the portable Python dataframe library

Language: Python - Size: 79.1 MB - Last synced: about 10 hours ago - Pushed: about 22 hours ago - Stars: 4,303 - Forks: 537

Clivern/Polars

A Ruby SDK for Different Linux Operating System Distributions.

Language: Ruby - Size: 50.8 KB - Last synced: about 17 hours ago - Pushed: 1 day ago - Stars: 1 - Forks: 0

hosseinmoein/DataFrame

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

Language: C++ - Size: 43.8 MB - Last synced: about 17 hours ago - Pushed: about 18 hours ago - Stars: 2,293 - Forks: 290

pola-rs/r-polars

Bring polars to R

Language: R - Size: 5.25 MB - Last synced: about 8 hours ago - Pushed: 1 day ago - Stars: 398 - Forks: 35

jqnatividad/qsv

CSVs sliced, diced & analyzed.

Language: Rust - Size: 31.6 MB - Last synced: about 19 hours ago - Pushed: 1 day ago - Stars: 2,249 - Forks: 62

pbs-data-solutions/prelude-parser

Parses XML files exported from Prelude EDC into Python dictionaries, classes, Pandas data frames, or Polars data frames

Language: Python - Size: 514 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 0 - Forks: 1

wheretrue/biobear

Work with bioinformatic files using Arrow, Polars, and/or DuckDB

Language: Rust - Size: 1020 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 123 - Forks: 7

CurtisThompson/midlands-bird-tracker

Build report of recent bird sightings in English Midlands, run with GitHub Actions.

Language: Python - Size: 7.19 MB - Last synced: about 10 hours ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

FranzDiebold/docker-datascience-ultimate

Customized Jupyter Spark Docker images with everything you need

Language: Dockerfile - Size: 1.63 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 14 - Forks: 4

stefur/pxwebpy

Get data from the PxWeb API into a dataframe

Language: Python - Size: 127 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 1 - Forks: 0

sotte/polars-tutorial

a small polars tutorial

Language: Jupyter Notebook - Size: 35.2 KB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

LNshuti/data-tourism

Getting to know countries by what they buy and sell

Language: Python - Size: 2.18 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

functime-org/functime

Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.

Language: Python - Size: 278 MB - Last synced: 2 days ago - Pushed: 10 days ago - Stars: 923 - Forks: 51

wukan1986/expr_codegen

codegen from expression to others, such as polars, pandas

Language: Python - Size: 1020 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 85 - Forks: 28

fedecarles/polars-gui

GUI interface for polars dataframes

Language: Rust - Size: 121 MB - Last synced: 2 days ago - Pushed: 4 days ago - Stars: 4 - Forks: 3

cpg314/polarhouse

Interoperability between Polars and Clickhouse

Language: Rust - Size: 51.8 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

lk-geimfari/mimesis

Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.

Language: Python - Size: 22.7 MB - Last synced: 3 days ago - Pushed: 12 days ago - Stars: 4,310 - Forks: 327

Yvictor/polars_ta_extension

Polars extension for Ta-Lib: Support Ta-Lib functions in Polars expressions

Language: Rust - Size: 114 KB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 21 - Forks: 0

uuip/howto-rust-polars

How to use polars library with rust

Language: Rust - Size: 2.93 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

Evan-Kim2028/lancedb-tables

An embedded streaming OLAP data pipeline with LanceDB

Language: Python - Size: 3.91 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

danicosme/lab-duckdb-pandas-polars

Prática: Repositório para armazenar práticas relacionadas a comparativo DuckDB x Pandas x Polars.

Language: Jupyter Notebook - Size: 4.88 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

wukan1986/polars_ta

Technical Analysis Indicators for polars

Language: Python - Size: 185 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 27 - Forks: 9

pola-rs/pyo3-polars

Pyo3 extensions for polars

Language: Rust - Size: 81.1 KB - Last synced: 4 days ago - Pushed: about 1 month ago - Stars: 201 - Forks: 32

decoder-leco/poc-eurostat-data-transformers

A first data transformers POC for Eurostat data

Size: 67.8 MB - Last synced: 9 days ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

eitsupi/querying-with-prql

A book that demonstrates how to perform typical table data operations using PRQL and DuckDB.

Language: R - Size: 1.89 MB - Last synced: 10 days ago - Pushed: about 2 months ago - Stars: 16 - Forks: 1

baggiponte/pbg-polars

@pola-rs workshop at @PythonBiellaGroup

Language: Just - Size: 652 KB - Last synced: 11 days ago - Pushed: 12 days ago - Stars: 1 - Forks: 0

mathewsrc/AWS-Machine-Learning-Engineer-Capstone

This project aims to train three classification models (LogisticRegression, DecisionTree and RandomForest) using AWS SageMaker to classify customer churn from a database obtained from kaggle.com.

Language: Jupyter Notebook - Size: 10.5 MB - Last synced: 11 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 1

nmandery/h3ronpy

A data science toolkit for the H3 geospatial grid

Language: Python - Size: 11.9 MB - Last synced: 1 day ago - Pushed: about 1 month ago - Stars: 59 - Forks: 6

jmcurbelo/polars-dataframe

Este repositorio de GitHub te ofrece los materiales del curso "Aprende a manipular datos con Polars y Python", donde te convertirás en un experto en el uso de Polars para el análisis y la gestión de datos en Python.

Language: Jupyter Notebook - Size: 10.9 MB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 1 - Forks: 0

capitalone/datacompy

Pandas and Spark DataFrame comparison for humans and more!

Language: Python - Size: 9.11 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 394 - Forks: 122

rendner/py-plugin-dataframe-viewer

Plugin for JetBrains IDEs to view Python DataFrames when debugging.

Language: Python - Size: 4.38 MB - Last synced: 11 days ago - Pushed: 12 days ago - Stars: 11 - Forks: 1

hadarsharon/compars

DataFrame comparison done right, powered by Rust with polars (AKA the bear-agnostic 🐻 🐼 🐨 🐻‍❄️ DataFrame comparison library)

Language: Python - Size: 36.1 KB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 0 - Forks: 0

zjohn77/lightning-mlflow-hf

Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow

Language: Python - Size: 3.11 MB - Last synced: 3 days ago - Pushed: 6 months ago - Stars: 45 - Forks: 7

Quantco/polarify

Simplifying conditional Polars Expressions with Python 🐍 🐻‍❄️

Language: Python - Size: 155 KB - Last synced: 11 days ago - Pushed: 12 days ago - Stars: 79 - Forks: 3

jose-jaen/FacialRecognizer

Facial Recognition system with AI and Statistical Learning models

Language: Python - Size: 972 KB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 1 - Forks: 0

Musbell/dl_pytorch_rust_challenge

Exploring Deep Learning: Translating PyTorch to Rust using Burn

Language: Rust - Size: 31.3 KB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

Evan-Kim2028/hypersync-lancedb-pipe

A serverless embedded streaming OLAP data pipeline

Language: Python - Size: 16.6 KB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 1 - Forks: 0

rpolars/r-polarssql

A Polars backend for R DBI and dbplyr

Language: R - Size: 3.92 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 21 - Forks: 0

pola-rs/polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

Language: Rust - Size: 106 MB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 26,301 - Forks: 1,603

MarcoGorelli/polars-plugins-tutorial

How you (yes, you!) can write a Polars Plugin

Language: Rust - Size: 2.18 MB - Last synced: 15 days ago - Pushed: 16 days ago - Stars: 64 - Forks: 5

librasteve/raku-Dan-Polars

Raku Polars binding

Language: Raku - Size: 2.98 MB - Last synced: 15 days ago - Pushed: 16 days ago - Stars: 4 - Forks: 2

jrycw/rhipo

Utility functions for handling Polars expressions.

Language: Python - Size: 15.6 KB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 0 - Forks: 0

pola-rs/nodejs-polars

nodejs front-end of polars

Language: TypeScript - Size: 51.2 MB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 311 - Forks: 33

marcoswastaken/erdos_paware

Pawsitive Retrieval RAG Project - Erdos Institute Deep Learning Boot Camp - Spring 2024

Language: Jupyter Notebook - Size: 510 MB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 0 - Forks: 1

pola-rs/polars-xdt

Polars plugin offering eXtra stuff for DateTimes

Language: Python - Size: 34 MB - Last synced: 17 days ago - Pushed: about 2 months ago - Stars: 152 - Forks: 7

surister/datasaurus

Data Engineering framework written in Python based in Polars.

Language: Python - Size: 377 KB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 14 - Forks: 3

questdb/time-series-streaming-analytics-template

Template to quickstart streaming analytics using Apache Kafka for ingestion, QuestDB for time-series storage and analytics, Grafana for near real-time dashboards, and Jupyter Notebook for data science

Language: Jupyter Notebook - Size: 75.9 MB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 44 - Forks: 0

pola-rs/polars-cli

CLI interface for running SQL queries with Polars as backend

Language: Rust - Size: 131 KB - Last synced: 16 days ago - Pushed: 2 months ago - Stars: 112 - Forks: 9

george-mitchell/Predicting-Loan-Default

A model for predicting loan default based on historical data.

Language: Jupyter Notebook - Size: 508 KB - Last synced: 17 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

parafoxia/analytix

A simple yet powerful wrapper for the YouTube Analytics API.

Language: Python - Size: 1.7 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 35 - Forks: 5

NexVeridian/ark-invest-api-rust-data

Fetches and caches ETF data daily, from csv download or api, and saves the data in parquet format

Language: Rust - Size: 153 KB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 1 - Forks: 0

alexliap/roll_rate_analysis

Roll Rate Analysis python package. Both month over month and snapshot roll rate functionalities are supported. It utilizes Polars library for optimization and speed.

Language: Python - Size: 138 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 3 - Forks: 0

FranzDiebold/polars-cheat-sheet

Polars cheat sheet

Language: HTML - Size: 12.7 MB - Last synced: 16 days ago - Pushed: 3 months ago - Stars: 21 - Forks: 3

nikoshet/rust-dms-cdc-operator

The rust-dms-cdc-operator is a Rust-based utility for comparing the state of a list of tables in an Amazon RDS database with data stored in Parquet files on Amazon S3, particularly useful for change data capture (CDC) scenarios.

Language: Rust - Size: 248 KB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 0 - Forks: 0

ddotta/cookbook-rpolars

Cookbook to provide solutions to common tasks and problems in using Polars with R

Language: CSS - Size: 7.29 MB - Last synced: 16 days ago - Pushed: 19 days ago - Stars: 47 - Forks: 10

HTilki/EstimyCar

Application streamlit permettant d'estimer la valeur d'un véhicule.

Language: HTML - Size: 61.4 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 1 - Forks: 1

mashanz/bps_wilayah

API List Wilayah Seluruh Indonesia

Language: Rust - Size: 1.05 MB - Last synced: 16 days ago - Pushed: 5 months ago - Stars: 5 - Forks: 0

shauryashaurya/learn-data-munging

Notes on Data Engineering with Pandas, PySpark, Dask, Ray, Arrow DataFusion, Polars etc.

Language: Jupyter Notebook - Size: 582 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 41 - Forks: 21

noahgift/rust-mlops-template Fork of nogibjj/rust-mlops-template

A work in progress to build out solutions in Rust for MLOPs

Language: Rust - Size: 57.6 MB - Last synced: 16 days ago - Pushed: 10 months ago - Stars: 133 - Forks: 24

data-apis/dataframe-api-compat

Extremely lightweight compatibility layer between pandas and Polars

Language: Python - Size: 2.16 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 36 - Forks: 3

jeroenjanssens/python-polars-the-definitive-guide

Scripts and datasets for the O'Reilly book Python Polars: The Definitive Guide

Language: Jupyter Notebook - Size: 575 MB - Last synced: 17 days ago - Pushed: about 2 months ago - Stars: 18 - Forks: 3

georgypv/polars-coord-transforms

Polars plugin for coordinate transformation and more

Language: Rust - Size: 50.8 KB - Last synced: 24 days ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

geopolars/geopolars

Geospatial extensions for Polars

Language: Rust - Size: 5.82 MB - Last synced: 23 days ago - Pushed: 4 months ago - Stars: 479 - Forks: 21

vincev/dply-rs

A dataframe manipulation tool for parquet, csv, and json data.

Language: Rust - Size: 478 KB - Last synced: 23 days ago - Pushed: 24 days ago - Stars: 38 - Forks: 3

EdAbati/dataframes-haystack

Haystack custom components for your favourite dataframe library.

Language: Jupyter Notebook - Size: 66.4 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 1 - Forks: 0

business-science/pytimetk

Time series easier, faster, more fun. Pytimetk.

Language: Python - Size: 169 MB - Last synced: 24 days ago - Pushed: about 2 months ago - Stars: 609 - Forks: 52

tjhunter/climate-trace-handbook

A handbook and library to access the Climate TRACE dataset

Language: Jupyter Notebook - Size: 53.6 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 0 - Forks: 0

Altair-Bueno/vm-performance-virtuales-uma 📦

Práctica prestaciones de la virtualización para la asignatura Arquitecturas Virtuales para el curso 2021-2022. Universidad de Málaga, Grado en Ingeniería del Software

Language: Jupyter Notebook - Size: 1.54 MB - Last synced: 29 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

jordandelbar/feature-engineering-polars

Feature engineering done with Polars

Language: Python - Size: 93.8 KB - Last synced: 10 days ago - Pushed: 5 months ago - Stars: 6 - Forks: 0

ddotta/awesome-polars

A curated list of Polars talks, tools, examples & articles. Contributions welcome !

Size: 331 KB - Last synced: 29 days ago - Pushed: about 1 month ago - Stars: 587 - Forks: 20

bmsuisse/lakeapi

API for distributing Data Lake Data

Language: Python - Size: 14.8 MB - Last synced: 30 days ago - Pushed: about 1 month ago - Stars: 6 - Forks: 2

eivindtostesen/hierarchical_peak_finding

Data analysis of peak and valley regions

Language: Jupyter Notebook - Size: 3.06 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 2 - Forks: 1

Niccari/pandas_polars_processing_example

Pandas/Polars processing example with often used methods(read_csv, groupby, apply, resample/groupby_dynamic, fillna/fill_null, sort_values/sort, merge/join, concat)

Language: HTML - Size: 947 KB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

areshytko/typedframe

Typed wrappers over pandas DataFrames with schema validation

Language: Python - Size: 318 KB - Last synced: 22 days ago - Pushed: 6 months ago - Stars: 90 - Forks: 7

andreale28/ShopeeChallenge

My approach to Shopee Kaggle Challenge

Language: Jupyter Notebook - Size: 14.2 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

JakubPluta/flowsome

Minimal framework for building and executing data workflows on a single machine

Language: Python - Size: 140 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

nogibjj/rust-mlops-template

A work in progress to build out solutions in Rust for MLOPs

Language: Rust - Size: 57.6 MB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 270 - Forks: 91

chitralverma/scala-polars

Polars for Scala & Java projects!

Language: Scala - Size: 3.95 MB - Last synced: 23 days ago - Pushed: 29 days ago - Stars: 51 - Forks: 4

AlexEreh/recommendation-engine

Language: Python - Size: 5.86 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

sebosp/s2protocol-rs

Starcraft 2 Protocol Replay Reader

Language: Rust - Size: 2.74 MB - Last synced: 12 days ago - Pushed: about 1 month ago - Stars: 102 - Forks: 2

ToucanToco/fastexcel

A Python wrapper around calamine

Language: Rust - Size: 45.7 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 53 - Forks: 4

jw3/meos-rs

Rust bindings and Polars extensions for libmeos aka MobilityDB -- WIP 🔧

Language: Rust - Size: 47.9 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

plotly/polars-open-source-app

A Dash app with Polars for data wrangling in the back-end

Language: Jupyter Notebook - Size: 51.8 KB - Last synced: 6 days ago - Pushed: 11 months ago - Stars: 5 - Forks: 2

ploomber/jupysql Fork of catherinedevlin/ipython-sql

Better SQL in Jupyter. 📊

Language: Python - Size: 12.7 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 588 - Forks: 70

abdenlab/oxbow

Read specialized NGS formats as data frames in R, Python, and more.

Language: Rust - Size: 8.26 MB - Last synced: 29 days ago - Pushed: 2 months ago - Stars: 44 - Forks: 6

bnm3k/polars-fuzzy-match

Polars extension for fzf-style fuzzy matching

Language: Python - Size: 17.6 KB - Last synced: 28 days ago - Pushed: 2 months ago - Stars: 12 - Forks: 0

lewinkoon/medmatch

Stable marriage problem solver for healthcare center internal vacancies.

Language: Rust - Size: 79.1 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

jgrove90/taxied

🚕 A containerized polars ELT data pipeline deployed to AWS ECS using Terraform, orchestrated by Airflow, data storage using Delta Lake, and CICD'd using Gitlab. (in-progress)

Language: HCL - Size: 409 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

mathewsrc/ETL-Chicago-Cafe-Permits

This ETL (Extract, Transform, Load) project employs several Python libraries, including Airflow, Soda, Polars, YData Profiling, DuckDB, Requests, Loguru, and Google Cloud to streamline the extraction, transformation, and loading of CSV datasets from the U.S. government's data repository at https://catalog.data.gov.

Language: HTML - Size: 42.3 MB - Last synced: 11 days ago - Pushed: 5 months ago - Stars: 3 - Forks: 0

wiseaidev/polars-ai

💬 Chat with your Polars DataFrame from your CLI and your app! (WIP)

Language: Rust - Size: 25.4 KB - Last synced: 20 days ago - Pushed: 6 months ago - Stars: 4 - Forks: 1

darren7753/4g_monitoring

Developing an intuitive dashboard for monitoring specific company data.

Language: Jupyter Notebook - Size: 984 KB - Last synced: 26 days ago - Pushed: about 2 months ago - Stars: 4 - Forks: 0

kevinheavey/modern-polars

Code and data for the Modern Polars book

Language: Python - Size: 45 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 162 - Forks: 19

ismailhammounou/db2ixf

db2ixf is a python package with a CLI that simplifies the parsing and processing of IBM Integration eXchange Format (IXF) files.

Language: Python - Size: 1 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 14 - Forks: 1

jaredloomis/finlab

Tools for financial data analysis & modeling

Language: Jupyter Notebook - Size: 31.2 MB - Last synced: 27 days ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

DataPsycho/data-pipelines-in-rust

Data pipeline example written in Rust with Polars and DataFusion DataFrame package

Language: Rust - Size: 142 KB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 37 - Forks: 1

KernelA/recsys-metrics-polars

Language: Python - Size: 963 KB - Last synced: 27 days ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

danielgafni/dagster-polars 📦

[Project moved] Polars integration for Dagster

Language: Python - Size: 330 KB - Last synced: 16 days ago - Pushed: 2 months ago - Stars: 42 - Forks: 4

pola-rs/polars-book 📦

Book documentation of the Polars DataFrame library

Language: Makefile - Size: 1.87 MB - Last synced: about 2 months ago - Pushed: 8 months ago - Stars: 183 - Forks: 122