Data Science
378 items from krzjoa/awesome-python-data-science ★3,613
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NitroFE github.com
Moving window features.
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tubular github.com
Collection of scikit-learn compatible transformers written in narwhals, which can accept either polars/pandas inputs and utilise the chosen library under the hood.
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hsmmlearn github.com
A library for hidden semi-Markov models with explicit durations.
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GreatX github.com
A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).
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sigopt_sklearn github.com
SigOpt wrappers for scikit-learn methods.
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liquidSVM github.com
An implementation of SVMs.
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few github.com
A feature engineering wrapper for sklearn.
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spaCy spacy.io
Industrial-Strength Natural Language Processing.
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NumPy numpy.org
The fundamental package for scientific computing with Python
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binder mybinder.org
Enable sharing and execute Jupyter Notebooks
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fastapi fastapi.tiangolo.com
Modern, fast (high-performance), a web framework for building APIs with Python
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Altair altair-viz.github.io
Declarative statistical visualization library for Python. Can easily do many data transformation within the code to create graph
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TensorLight github.com
A high-level framework for TensorFlow.
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Catalyst-RL github.com
PyTorch framework for RL research.
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Contrastive Explanation github.com
Contrastive Explanation (Foil Trees).
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Auralisation github.com
Auralisation of learned features in CNN (for audio).
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skl-groups github.com
A scikit-learn addon to operate on set/"group"-based features.
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xpandas github.com
Universal 1d/2d data containers with Transformers .functionality for data analysis by The Alan Turing Institute.
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dirty_cat github.com
Machine learning on dirty tabular data (especially: string-based variables for classifcation and regression).
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pyMorfologik github.com
Python binding for Morfologik.
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sklearn-evaluation github.com
Model evaluation made easy: plots, tables, and markdown reports.
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sk-transformer github.com
A collection of various pandas & scikit-learn compatible transformers for all kinds of preprocessing and feature engineering steps
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Scrapy scrapy.org
Fast and extensible scraping library. Can write rules and create customized scraper without touching the core
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plotly plot.ly
A Python library that makes interactive and publication-quality graphs.
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graph-tool graph-tool.skewed.de
an efficient Python module for manipulation and statistical analysis of graphs (a.k.a. networks).
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beautifulsoup4 crummy.com
The easiest library to scrape static websites for beginners
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ZhuSuan zhusuan.readthedocs.io
Bayesian Deep Learning.
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streamlit streamlit.io
Make it easy to deploy the machine learning model
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SSPipe sspipe.github.io
Python pipe (|) operator with support for DataFrames and Numpy, and Pytorch.
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PySpark spark.apache.org
Exposes the Spark programming model to Python.
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Selenium selenium-python.readthedocs.io
Use Selenium Python API to access all functionalities of Selenium WebDriver in an intuitive way like a real user.
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scikit-learn scikit-learn.org
Machine learning in Python.
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RLlib ray.readthedocs.io
Scalable Reinforcement Learning.
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gensim radimrehurek.com
Topic Modelling for Humans.
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folium python-visualization.github.io
Makes it easy to visualize data on an interactive open street map
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pandas pandas.pydata.org
Powerful Python data analysis toolkit.
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ML-Ensemble ml-ensemble.com
High performance ensemble learning.
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Spotlight maciejkula.github.io
Deep recommender models using PyTorch.
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GPflow gpflow.readthedocs.io
Gaussian processes in TensorFlow.
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FlashLight github.com
Visualization Tool for your NeuralNetwork.
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Skater github.com
Python Library for Model Interpretation.
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pycma github.com
Python implementation of CMA-ES.
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imgaug_extension github.com
Additional augmentations for imgaug.
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GRAPE github.com
GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations
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OR-Tools developers.google.com
An open-source software suite for optimization by Google; provides a unified programming interface to a half dozen solvers: SCIP, GLPK, GLOP, CP-SAT, CPLEX, and Gurobi.
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dateutil dateutil.readthedocs.io
Powerful extensions to the standard datetime module
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datapane datapane.com
A collection of APIs to turn scripts and notebooks into interactive reports.
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pyAgrum agrum.gitlab.io
A GRaphical Universal Modeler.
