pandas

Python Data Science Handbookjakevdp/PythonDataScienceHandbook

A comprehensive guide to Python's essential data science libraries, available as free Jupyter notebooks.

Python for Data Analysis, 3Ewesm/pydata-book

Companion materials and IPython notebooks for the 'Python for Data Analysis' book, covering pandas, NumPy, and data science workflows.

Prophetfacebook/prophet

An automatic forecasting procedure for time series data with multiple seasonality and linear or non-linear growth.

prophet <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">facebookincubator/prophet

An open-source forecasting tool for time series data with multiple seasonality and linear or non-linear growth.

Tusharewaditu/tushare

A Python utility for crawling, cleaning, and storing historical financial data for China stocks and futures.

seabornmwaskom/seaborn

A Python visualization library based on matplotlib for creating attractive statistical graphics with a high-level interface.

YData Profilingydataai/ydata-profiling

Generate comprehensive data quality profiling and exploratory data analysis reports for Pandas and Spark DataFrames with a single line of code.

Pandas Profilingpandas-profiling/pandas-profiling

Generate comprehensive data quality profiles and exploratory data analysis reports for Pandas and Spark DataFrames with a single line of code.

Dive into Machine Learninghangtwenty/dive-into-machine-learning

A curated guide to learning machine learning with Python and Jupyter Notebook, featuring courses, notebooks, and practical resources.

Dive into Machine Learninghangtwenty/dive-into-machine-learning

A curated guide to learning machine learning with Python and Jupyter Notebook, featuring hands-on tutorials, courses, and ethical considerations.

tpotEpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

TPOTrhiever/tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Dartsunit8co/darts

A Python library for user-friendly forecasting and anomaly detection on time series, from ARIMA to deep neural networks.

Introduction to Machine Learning with Pythonamueller/introduction_to_ml_with_python

Code and Jupyter notebooks for the book 'Introduction to Machine Learning with Python' by Andreas Mueller and Sarah Guido.

Featuretoolsfeaturetools/featuretools

An open-source Python library for automated feature engineering using Deep Feature Synthesis.

InterpretMLinterpretml/interpret

An open-source Python package for training interpretable glassbox models and explaining blackbox machine learning systems.

DeepChemdeepchem/deepchem

An open-source Python library for applying deep learning to drug discovery, materials science, quantum chemistry, and biology.

TensorTradetensortrade-org/tensortrade

An open-source Python framework for building, training, and evaluating reinforcement learning agents for algorithmic trading.

geopandasgeopandas/geopandas

A Python library that extends pandas to work with geographic data, enabling spatial operations and analysis.

missingnoResidentMario/missingno

A Python library for visualizing missing data in pandas DataFrames using matrix, bar, heatmap, and dendrogram plots.

xarraypydata/xarray

A Python package for working with labeled multi-dimensional arrays, inspired by pandas and tailored for scientific data.

zvtzvtvz/zvt

A modular quantitative finance framework for data collection, analysis, strategy backtesting, and machine learning across multiple markets.

aws-data-wranglerawslabs/aws-data-wrangler

A Python library that simplifies data integration between pandas and AWS services like Athena, S3, Redshift, and more.

aws-sdk-pandasaws/aws-sdk-pandas

A Python library that simplifies data integration between pandas and AWS services like Athena, S3, Redshift, and more.

kungfutaurusai/kungfu

An open-source, low-latency trading execution system for quantitative traders, supporting Python and C++ strategies.

Introduction to machine learning with scikit-learnjustmarkham/scikit-learn-videos

A collection of Jupyter notebooks accompanying a 10-part video series teaching machine learning with Python's scikit-learn library.

bqplotbqplot/bqplot

Interactive 2-D plotting library for Jupyter notebooks using the Grammar of Graphics and widget-based components.

bqplotbloomberg/bqplot

Interactive 2-D plotting library for Jupyter notebooks using the Grammar of Graphics and widget-based components.

Ethen's Notebook Collectionethen8181/machine-learning

A comprehensive collection of machine learning tutorials and implementations in Python, covering algorithms from scratch to production deployment.

SweetVizfbdesignpro/sweetviz

A Python library for automated exploratory data analysis (EDA) with high-density visualizations and target analysis in two lines of code.

StellarGraphstellargraph/stellargraph

A Python library for machine learning on graphs and networks, offering state-of-the-art algorithms for tasks like node classification and link prediction.

High-Frequency-Trading-Model-with-IBjamesmawm/High-Frequency-Trading-Model-with-IB

A Python-based high-frequency trading model using Interactive Brokers API for pairs trading and mean-reversion strategies.

captcha_breakypwhs/captcha_break

A deep learning project using Keras to build convolutional and recurrent neural networks for high-accuracy captcha recognition.

swifterjmcarpenter2/swifter

A Python package that automatically accelerates pandas and Modin DataFrame apply operations by choosing the fastest available method.

lifelinesCamDavidsonPilon/lifelines

A pure Python library for survival analysis, modeling time-to-event data with censoring.

hyperlearndanielhanchen/hyperlearn

HyperLearn provides 2-2000x faster machine learning algorithms with 50% less memory usage, optimized for all hardware.