SciPy Toolkit

A SciPy Toolkit is a toolkit that can be added to a SciPy.

• Example(s):
  • scikit-learn.
  • scikit.sparse.
  • scikit-surprise.
• See: NumPy.

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References

2017

• http://scikits.appspot.com/scikits
  • Scikit-Qfit Fit gradient orthogonal Q-polynomials to 2D data.
  • scikit-MDR Multifactor Dimensionality Reduction (MDR)

scikit-aero Aeronautical engineering calculations in Python. scikit-allel A Python package for exploring and analysing genetic variation data. scikit-beam Data analysis tools for X-ray science scikit-bio Data structures, algorithms and educational resources for bioinformatics. scikit-build Improved build system generator for Python C extensions scikit-chainer scikit-learn like interface for chainer scikit-chem A set of python modules for cheminformatics scikit-ci scikit-ci enables a centralized and simpler CI configuration for Python extensions. scikit-ci-addons scikit-ci-addons is a command line tool and a set of scripts useful to help drive the CI of projects leveraging services like Appveyor, CircleCI, or TravisCI. scikit-cmeans Flexible, extensible fuzzy c-means clustering in python. scikit-commpy Digital Communication Algorithms with Python scikit-credit scikit-credit for qudian scikit-criteria Scikit-Criteria is a collections of algorithms, methods and scikit-cuda Python interface to GPU-powered libraries scikit-data The propose of this library is to allow the data analysis process more easy and automatic. scikit-dataaccess Scikit Data Access Package for accessing scientific data sets. scikit-discovery A package for Computer-Aided Discovery scikit-dsdp Python interface to DSDP semidefinite programming library scikit-dsp-comm DSP and Comm package. scikit-fmm An extension module implementing the fast marching method scikit-fusion A Python module for data fusion built on top of factorized models. scikit-fuzzy Fuzzy logic toolkit for SciPy scikit-garden A garden of scikit-learn compatible trees scikit-geodesic A SciPy tool for computing geodesics in an isotropic Riemannian manifold of arbitrary dimension. It implements the Birkhoff curve shortening algorithm for finding global geodesics. scikit-gof Variations on goodness of fit tests for SciPy. scikit-gpuppy Gaussian Process Uncertainty Propagation with PYthon scikit-gstat Geostatistical expansion in the scipy style scikit-hep scikit-image Image processing routines for SciPy scikit-kinematics Python utilites for movements in 3d space

• • scikit-learn A set of python modules for machine learning and data mining

scikit-learn_runnr A set of python modules for machine learning and data mining scikit-misc Miscellaneous tools for scientific computing. scikit-moletools Scientific tools for developing, rapid-prototyping, and analyzing molecular models from structures to simulations. scikit-monaco Python modules for Monte Carlo integration scikit-multilearn A set of python modules for multi-label classification scikit-nano Python toolkit for generating and analyzing nanostructure data

• • scikit-neuralnetwork Deep neural networks without the learning cliff! A wrapper library compatible with scikit-learn.

scikit-optimize Sequential model-based optimization toolbox. scikit-plot An intuitive library to add plotting functionality to scikit-learn objects. scikit-procrustes Package of solvers for the Orthogonal Procrustes Problem scikit-rf Object Oriented Microwave Engineering scikit-ribo A scikit framework for joint analysis of Riboseq and RNAseq data scikit-small-ensemble scikit-small-ensemble is a library to make your ensemble models(Random Forest Classifier, etc) have a small memory footprint/usage. scikit-sos A scikit-learn compatible implementation of Stochastic Outlier Selection (SOS) for detecting outliers. scikit-sound Python utilites for working with sound signals

• • scikit-sparse Scikits sparse matrix package

scikit-spectra Spectroscopy in Python built on Pandas. scikit-splearn Python module for spectral learning of weighted automata scikit-stack skstack for combining pattern classifiers

• • scikit-surprise An easy-to-use library for recommender systems.

scikit-survival Survival analysis built on top of scikit-learn scikit-tensor Python module for multilinear algebra and tensor factorizations scikit-ued Collection of algorithms and functions for ultrafast electron diffraction scikit-umfpack Python interface to UMFPACK sparse direct solver. scikit-vi Scikit providing Virtual Instruments scikit-video Video processing routines for SciPy scikit-viz Convenient plot templates for scikit learn scikit-xray Data analysis tools for X-ray science mcts A monte carlo tree search library scikitcrf-ner Enity Recognition using ScikitCRF scikits-cuda ann Approximate Nearest Neighbor library wrapper for Numpy audiolab A python module to make noise from numpy arrays bootstrap Bootstrap confidence interval estimation routines for SciPy bvp1lg Boundary value problem (legacy) solvers for ODEs bvp_solver Python package for solving two-point boundary value problems datasmooth Scikits data smoothing package eartho Earth Observation routines for SciPy example Scikits example package fitting Framework for fitting functions to data with SciPy hydroclimpy Environmental time series manipulation learn A set of python modules for machine learning and data mining odes A python module for ordinary differential equation anddifferential algebraic equation solvers optimization A python module for numerical optimization pulsefit Scikits pulse-fitting package. samplerate A python module for high quality audio resampling scattpy Light Scattering methods for Python sparse Scikits sparse matrix package statsmodels Statistical computations and models for use with SciPy talkbox Talkbox, a set of python modules for speech/signal processing

• • timeseries Time series manipulation
  • vectorplot Vector fields plotting algorithms.

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