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modin-project /modin

Star10.4k

Modin: Scale your Pandas workflows by changing a single line of code

python data-science sql analytics pandas distributed datascience dataframe modin

UpdatedFeb 10, 2026
Python

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

mysql python emr aws data-science lambda aws-lambda athena etl pandas data-engineering redshift ray apache-parquet amazon-athena apache-arrow aws-glue modin glue-catalog amazon-sagemaker-notebook

UpdatedFeb 20, 2026
Python

jmcarpenter2 /swifter

Star2.6k

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

pandas-dataframe parallel-computing parallelization pandas dask modin

UpdatedMar 20, 2024
Python

ray-project /xgboost_ray

Star153

Distributed XGBoost on Ray

data-science machine-learning kaggle xgboost dask modin

UpdatedJun 25, 2024
Python

drshahizan /Python-big-data

Star129

Python and Pandas are known to have issues around scalability and efficiency. You will learn how to use libraries such as Modin, Dask, Ray, Vaex etc to overcome the problems faced by Pandas.

data-science pandas dask ray vaex modin

UpdatedFeb 20, 2024
Jupyter Notebook

vertti /daffy

Star53

Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.

python validation data-validation pandas decorator dataframe python-decorator data-quality runtime-validation pyarrow modin pydantic dataframe-schema polars narwhals dataframe-validation

UpdatedFeb 20, 2026
Python

intel /hdk

Star32

A low-level execution library for analytic data processing.

data-science machine-learning query cpu sql analytics gpu pandas query-builder query-engine heterogeneous-parallel-programming modin

UpdatedMay 9, 2024
C++

CangyuanLi /checkedframe

Star18

Lightweight, engine-agnostic dataframe validation

validation pandas dataframe pyarrow modin cudf polars narwhals

UpdatedOct 4, 2025
Python

mzjp2 /kedro-dataframe-dropin

Star12

A Kedro plugin that provides pandas dropin replacements for the pandas datasets (e.g modin and cuDF)

data gpu-acceleration modin rapidsai kedro-plugin kedro-catalog

UpdatedFeb 2, 2021
Python

unum-cloud /udsb

Star9

Unlimited Data-Science Benchmarks for Numeric, Tabular and Graph Workloads

arrow sqlite numpy pandas cublas networkx dask apache-arrow modin cudf cugraph

UpdatedMar 31, 2023
Jupyter Notebook

PratikDavidson /intel-oneAPI-LLM

Star5

oneAPI Hackathon: The LLM Challenge

intel keras-tensorflow modin huggingface oneapi bert-fine-tuning huggingface-transformers streamlit-webapp itex

UpdatedJan 27, 2024
Jupyter Notebook

gandalf1819 /NYCOpenData-Profiling-Analysis

Star5

Open Data Profiling, Quality and Analysis on NYC OpenData dataset with semantic profiling using fuzzy ratio, Levenshtein distance and regex

big-data pandas pyspark levenshtein-distance hdfs dask regular-expressions fuzzywuzzy fuzzy-logic data-profiling nyc-opendata modin nyc-311-dataset dask-distributed

UpdatedNov 10, 2020
Jupyter Notebook

jacobceles /Movie-Recommendation-Rating-Prediction

Star2

Using the MovieLens dataset with Surprise to compare different algorithms for rating prediction, and also create a movie recommendation system on top of it.

python machine-learning movie-recommendation rating-prediction surprise-python modin surprise-library