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37 search results found

Data Science Ipython Notebooks ⭐ 25,668

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

The flexibility of Python with the scale and performance of modern SQL.

Koalas ⭐ 3,291

Koalas: pandas API on Apache Spark

Fugue ⭐ 1,821

A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.

Delta Sharing ⭐ 654

An open protocol for secure data sharing

Python Data Science Cheatsheet ⭐ 590

Python数据科学速查表

Eat_pyspark_in_10_days ⭐ 534

pyspark🍒🥭 is delicious，just eat it!😋😋

Traceml ⭐ 490

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark

Datacompy ⭐ 339

Pandas and Spark DataFrame comparison for humans and more!

Sparklingpandas ⭐ 338

Sparkling Pandas

Data Science ⭐ 269

Projects and awesome list for all Data Science fields

Visions ⭐ 166

Type System for Data Analysis in Python

Cape Dataframes ⭐ 162

Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.

Handyspark ⭐ 129

HandySpark - bringing pandas-like capabilities to Spark dataframes

Data Science Tutorials ⭐ 124

Python Tutorials for Data Science

Python PMML scoring library

Mylearningnotes ⭐ 58

Because its never late to start taking notes and 'public' it...

Prosto is a data processing toolkit radically changing how data is processed by heavily relying on functions and operations with functions - an alternative to map-reduce and join-groupby

Realtime Data Analytics Using Spark ⭐ 39

Realtime social media data analytics with Apache Spark, Python, Kafka, Pandas, etc

Learn Data Munging ⭐ 37

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

Sageworks ⭐ 36

SageWorks: An easy to use Python API for creating and deploying SageMaker Models

Data Explorer for Python

Write data & AI pipelines in (SQL, Spark, Pandas) and deploy to the cloud, simplified

Aws Glue Docker ⭐ 22

🐋 Docker image for AWS Glue Spark/Python

Treasure Data Driver for Python

Football Manager ⭐ 15

Data Analysis as a Football Manager

Dcos Jupyterlab Service ⭐ 11

JupyterLab Notebook for Mesosphere DC/OS

Pyspark Dataframe Made Easy ⭐ 10

pyspark dataframe made easy

Data_ai_for_all ⭐ 10

Data Analysis, Analytics, Science, AI & ML, LLM etc.

Entitymatchingmodel ⭐ 9

Entity Matching Model solves the problem of matchi large datasets.

Realtime Recommender ⭐ 8

Spark-Kafka Realtime recommender Engine.

Italian Sentiment Analysis With Spark ⭐ 7

Application of Sentiment Analysis of Italian tweet with Python and Spark

Improved Spark Viz ⭐ 6

🐼 WIP Improved visualizations in Spark

Pyspark_pandas ⭐ 6

Pyspark + pandas. This may get merged into the SparklingPandas project.

Alpine Python3 Numpy Pandas Sparkcontainer Spark Submit ⭐ 5

Using python3.6 alpine base image adds java,pandas, numpy,pyspark and spark as rundeps. This image can be used as container image when you run spark-submit on k8.

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1-37 of 37 search results

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