Data Science
378 items from krzjoa/awesome-python-data-science ★3,613
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auto-sklearn github.com
An AutoML toolkit and a drop-in replacement for a scikit-learn estimator.
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AutoViz github.com
Visualize data automatically with 1 line of code (ideal for machine learning)
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gplearn github.com
Genetic Programming in Python.
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tensorboard-pytorch github.com
Tensorboard for PyTorch (and chainer, mxnet, numpy, ...).
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TensorFlow Fold github.com
Deep learning with dynamic computation graphs in TensorFlow.
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hyperopt github.com
Distributed Asynchronous Hyperparameter Optimization in Python.
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autograd github.com
Efficiently computes derivatives of numpy code.
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Rustworkx github.com
A high performance Python graph library implemented in Rust.
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TensorLayer github.com
Deep Learning and Reinforcement Learning Library for Researcher and Engineer.
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imbalanced-learn github.com
Module to perform under-sampling and over-sampling with various techniques.
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hyperopt-sklearn github.com
Hyper-parameter optimization for sklearn.
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Talos github.com
Hyperparameter Optimization for Keras Models.
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Mesh TensorFlow github.com
Model Parallelism Made Easier.
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ThunderSVM github.com
A fast SVM Library on GPUs and CPUs.
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emcee github.com
The Python ensemble sampling toolkit for affine-invariant MCMC.
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scikit-feature github.com
Feature selection repository in Python.
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keras-contrib github.com
Keras community contributions.
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Elephas github.com
Distributed Deep learning with Keras & Spark.
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Spearmint github.com
Bayesian optimization.
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skorch github.com
A scikit-learn compatible neural network library that wraps PyTorch.
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snorkel github.com
A system for quickly generating training data with weak supervision.
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MMdnn github.com
A set of tools to help users inter-operate among different deep learning frameworks.
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mlforecast github.com
Scalable machine learning-based time series forecasting.
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Graph Nets github.com
Build Graph Nets in Tensorflow.
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Augmentor github.com
Image augmentation library in Python for machine learning.
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LightFM github.com
A Python implementation of LightFM, a hybrid recommendation algorithm.
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Sparkit-learn github.com
PySpark + scikit-learn = Sparkit-learn.
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lucid github.com
A collection of infrastructure and tools for research in neural network interpretability.
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RecBole github.com
A unified, comprehensive and efficient recommendation library.
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pyGAM github.com
Generalized Additive Models in Python.
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neuralforecast github.com
Scalable machine learning-based time series forecasting.
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xarray github.com
Xarray combines the best features of NumPy and pandas for multidimensional data selection by supplementing numerical axis labels with named dimensions for more intuitive, concise, and less error-prone indexing routines.
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Shapley github.com
A data-driven framework to quantify the value of classifiers in a machine learning ensemble.
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Acme github.com
A library of reinforcement learning components and agents.
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scikit-multilearn github.com
Multi-label classification for python.
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CLTK github.com
The Classical Language Toolkik.
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Essentia github.com
Library for audio and music analysis, description, and synthesis.
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Horizon github.com
A platform for Applied Reinforcement Learning.
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BoTorch github.com
Bayesian optimization in PyTorch.
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PettingZoo github.com
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities.
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PyTorch-BigGraph github.com
Generate embeddings from large-scale graph-structured data.
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maya github.com
makes it very easy to parse a string and for changing timezones
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ChemicalX github.com
A PyTorch-based deep learning library for drug pair scoring.
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TensorFlow Data Validation github.com
Library for exploring and validating machine learning data.
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sklearn-deap github.com
Use evolutionary algorithms instead of gridsearch in scikit-learn.
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tslearn github.com
Machine learning toolkit dedicated to time-series data.
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Arctic github.com
High-performance datastore for time series and tick data.
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ThunderGBM github.com
Fast GBDTs and Random Forests on GPUs.
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seqlearn github.com
Sequence classification toolkit for Python.
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tensorflow-upstream github.com
TensorFlow ROCm port.
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