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Search results for data science pandas

446 search results found

Pandas ⭐ 41,935

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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.

Data Science For Beginners ⭐ 25,362

10 Weeks, 20 Lessons, Data Science for All!

Ydata Profiling ⭐ 11,983

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Seaborn ⭐ 11,624

Statistical data visualization in Python

Pandas Ai ⭐ 9,533

Chat with your data (SQL, CSV, pandas, polars, noSQL, etc). PandasAI makes data analysis conversational

Mlcourse.ai ⭐ 9,376

Open Machine Learning Course

Modin ⭐ 9,275

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

Ai Learn ⭐ 8,256

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Python Small Examples ⭐ 7,607

告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work

cuDF - GPU DataFrame Library

Datasciencepython ⭐ 4,776

common data analysis and machine learning tasks using python

Automatically visualize your pandas dataframe via a single print! 📊 💡

Orange3 ⭐ 4,469

🍊 📊 💡 Orange: Interactive data analysis

Danfojs ⭐ 4,416

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

Dtale ⭐ 4,407

Visualizer for pandas data structures

Mimesis ⭐ 4,298

Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Datascience ⭐ 3,955

Curated list of Python resources for data science.

Aws Sdk Pandas ⭐ 3,779

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).

Pytorch Forecasting ⭐ 3,439

Time series forecasting with PyTorch

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Koalas ⭐ 3,291

Koalas: pandas API on Apache Spark

Vectorbt ⭐ 3,189

Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

Machine Learning With Python ⭐ 2,980

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Sweetviz ⭐ 2,687

Visualize and compare datasets, target values and associations, with one line of code.

The mitosheet package, trymito.io, and other public Mito code.

Dataframe ⭐ 2,129

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

Sketch ⭐ 2,106

AI code-writing assistant that understands data content

Pandas Videos ⭐ 1,808

Jupyter notebook and datasets from the pandas Q&A video series

Python Cheat Sheet ⭐ 1,714

Python Cheat Sheet NumPy, Matplotlib

General Assembly's 2015 Data Science course in Washington, DC

Scikit Learn Tips ⭐ 1,393

🤖⚡ 50 scikit-learn tips

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Finance ⭐ 1,317

150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data

Dataprofiler ⭐ 1,310

What's in your data? Extract schema, statistics and entities from datasets

Hamilton ⭐ 1,272

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

Arcticdb ⭐ 1,071

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

Alphapy ⭐ 1,003

Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

This repository helps you understand python from the scratch.

Xorbits ⭐ 946

Scalable Python DS & ML, in an API compatible & lightning fast way.

Datacleaner ⭐ 907

A Python tool that automatically cleans data sets and readies them for analysis.

Just Pandas Things ⭐ 882

An ongoing list of pandas quirks

Hamilton ⭐ 877

A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton

Pydataset ⭐ 853

Instant access to many datasets in Python.

Data Science Portfolio ⭐ 833

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

Compilation of R and Python programming codes on the Data Professor YouTube channel.

Meerkat ⭐ 778

Creative interactive views of any dataset.

Easy pipelines for pandas DataFrames.

Daily Dose Of Data Science ⭐ 691

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

Datacamp Python Data Science Track ⭐ 655

All the slides, accompanying code and exercises all stored in this repo. 🎈

Scikit Mobility ⭐ 653

scikit-mobility: mobility analysis in Python

Dataframe Go ⭐ 642

DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration

Or Pandas ⭐ 637

【运筹OR帷幄|数据科学】pandas教程系列电子书

Project Walkthroughs ⭐ 614

Data science, machine learning, and web development project code for https://www.youtube.com/c/Dataquestio .

Datasheets ⭐ 613

Read data from, write data to, and modify the formatting of Google Sheets

Awesome Learn Datascience ⭐ 568

📈 Curated list of resources to help you get started with Data Science

Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc.

Stats Maths With Python ⭐ 492

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Machine_learning_and_deep_learning ⭐ 492

Traceml ⭐ 490

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

Pandapy ⭐ 483

PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)

Hands On Data Analysis With Pandas 2nd Edition ⭐ 473

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Efficient Python For Data Scientists ⭐ 449

Writing clean and optimized Python code

Hands On Data Analysis With Pandas ⭐ 390

Materials for following along with Hands-On Data Analysis with Pandas.

Gspread Pandas ⭐ 371

A package to easily open an instance of a Google spreadsheet and interact with worksheets through Pandas DataFrames.

Prettypandas ⭐ 354

A Pandas Styler class for making beautiful tables

Pandasvault ⭐ 353

Advanced Pandas Vault — Utilities, Functions and Snippets (by @firmai).

Flexible time series feature extraction & processing

Datacompy ⭐ 339

Pandas and Spark DataFrame comparison for humans and more!

Lantern ⭐ 338

Data exploration glue

skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.

Bambooai ⭐ 317

A lightweight library that leverages Language Models (LLMs) to enable natural language interactions, allowing you to source and converse with data.

Astro Sdk ⭐ 303

Astro SDK allows rapid and clean development of {Extract, Load, Transform} workflows using Python and SQL, powered by Apache Airflow.

Data Science Hacks ⭐ 300

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

Scalecast ⭐ 292

The practitioner's forecasting library

Redframes ⭐ 288

General Purpose Data Manipulation Library

Awesome Data Centric Ai ⭐ 282

Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖

Deepgraph ⭐ 274

Analyze Data with Pandas-based Networks. Documentation:

Bdci2018 Chinauuicom 1st Solution ⭐ 271

这是BDCI2018的联通赛题第一名解决方案

Data Science ⭐ 269

Projects and awesome list for all Data Science fields

Pycon 2018 Tutorial ⭐ 263

Using pandas for Better (and Worse) Data Science

Pycon 2019 Tutorial ⭐ 261

Data Science Best Practices with pandas

Rasgoql ⭐ 258

Write python locally, execute SQL in your data warehouse

Functional_intro_to_python ⭐ 239

[tutorial]A functional, Data Science focused introduction to Python

Streamlit Pandas Profiling ⭐ 225

Pandas profiling component for Streamlit.

Rightmove_webscraper.py ⭐ 219

Python class to scrape data from rightmove.co.uk and return listings in a pandas DataFrame object

Programming With Data ⭐ 217

🐍 Learn Python and Pandas from the ground up

Feature Engineering Tutorials ⭐ 217

Data Science Feature Engineering and Selection Tutorials

Data analysis library for JavaScript built with Ramda

Awesome Python ⭐ 198

🐍 Hand-picked awesome Python libraries and frameworks, with an emphasis on data and machine learning, organised by category

Nba Prediction ⭐ 186

A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.

Pandasschema ⭐ 185

A validation library for Pandas data frames using user-friendly schemas

Open Data Anonymizer ⭐ 184

Python Data Anonymization & Masking Library For Data Science Tasks

Trump Lies ⭐ 175

Tutorial: Web scraping in Python with Beautiful Soup

Trackintel ⭐ 171

trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.

Data Analyst Roadmap ⭐ 170

I am sharing my Journey of 66DaysofData into Data Analytics by participating in Ken Jee's #66daysofdata challenge

R Place Blender ⭐ 169

Tools for r/Place data visualization with Blender and Python

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