To remove in the future –– scipy
Documentation is available in the docstrings and online at https://docs.scipy.org.
SciPy imports all the functions from the NumPy namespace, and in addition provides:
Using any of these subpackages requires an explicit import. For example, import scipy.cluster
.
cluster --- Vector Quantization / Kmeans
fft --- Discrete Fourier transforms
fftpack --- Legacy discrete Fourier transforms
integrate --- Integration routines
interpolate --- Interpolation Tools
io --- Data input and output
linalg --- Linear algebra routines
linalg.blas --- Wrappers to BLAS library
linalg.lapack --- Wrappers to LAPACK library
misc --- Various utilities that don't have
another home.
ndimage --- N-D image package
odr --- Orthogonal Distance Regression
optimize --- Optimization Tools
signal --- Signal Processing Tools
signal.windows --- Window functions
sparse --- Sparse Matrices
sparse.linalg --- Sparse Linear Algebra
sparse.linalg.dsolve --- Linear Solvers
sparse.linalg.dsolve.umfpack --- :Interface to the UMFPACK library:
Conjugate Gradient Method (LOBPCG)
sparse.linalg.eigen --- Sparse Eigenvalue Solvers
sparse.linalg.eigen.lobpcg --- Locally Optimal Block Preconditioned
Conjugate Gradient Method (LOBPCG)
spatial --- Spatial data structures and algorithms
special --- Special functions
stats --- Statistical Functions
test --- Run scipy unittests show_config --- Show scipy build configuration show_numpy_config --- Show numpy build configuration __version__ --- SciPy version string __numpy_version__ --- Numpy version string
The following pages refer to to this document either explicitly or contain code examples using this.
scipy.linalg._solvers.solve_continuous_arescipy.stats._stats_py.scoreatpercentilescipy.sparse._base.spmatrix.nonzeroscipy.sparse.csgraph._shortest_path.bellman_fordscipy.signal._filter_design.gammatonescipy.spatial._qhull.ConvexHullscipy.linalg._matfuncs_sqrtm.sqrtmscipy.linalg._special_matrices.helmertscipy.signal._fir_filter_design.firwinscipy.signal._filter_design.bilinear_zpkscipy.optimize._root_scalar.root_scalarscipy.linalg._expm_frechet.expm_frechetscipy.signal._signaltools.order_filterscipy.sparse._dia.dia_matrix.diagonalscipy.integrate._quadrature.newton_cotesscipy.special._basic.factorialscipy.spatial.distance.jaccardscipy.spatial.transform._rotation_spline.RotationSplinescipy.interpolate._polyint.barycentric_interpolatescipy.special._orthogonal.legendrescipy.signal._waveforms.squarescipy.signal._bsplines.cspline1dscipy.sparse._coo.coo_matrix.diagonalscipy.linalg._special_matrices.triscipy.spatial.transform._rotation.Slerpscipy.signal.windows._windows.chebwinscipy.linalg._matfuncs.tanmscipy.interpolate._interpolate.interp2dscipy.signal._filter_design.buttordscipy.sparse.csgraph._laplacian.laplacianscipy.signal._ltisys.dltiscipy.sparse._construct.hstackscipy.integrate._quadrature.fixed_quadscipy.optimize._optimize.check_gradscipy.spatial.transform._rotation.Rotationscipy.signal._filter_design.iirfilterscipy.special._ufuncs.seterrscipy.spatial.distance.sokalmichenerscipy.linalg._decomp.eigscipy.signal._lti_conversion.tf2ssscipy.signal._fir_filter_design.minimum_phasescipy.special._orthogonal.jacobiscipy.optimize._nonlin.newton_krylovscipy.linalg._decomp.eigvalshscipy.linalg.lapack._compute_lworkscipy.linalg._matfuncs.sinhmscipy.linalg._misc.normscipy.sparse._dok.isspmatrix_dokscipy.special._ellip_harm.ellip_normalscipy.fft._basic.fft2scipy.signal._filter_design.butterscipy.spatial._kdtree.KDTree.query_ball_pointscipy.linalg._solvers.solve_discrete_lyapunovscipy.linalg._decomp_svd.null_spacescipy.signal._filter_design.group_delayscipy.sparse.linalg._dsolve.linsolve.spluscipy.spatial.distance.mahalanobisscipy.linalg._special_matrices.lesliescipy.linalg._basic.solve_bandedscipy.fft._backend.register_backendscipy.interpolate._fitpack_impl.splrepscipy.signal._ltisys.StateSpaceContinuousscipy.special._spfun_stats.multigammalnscipy.signal._filter_design.besselscipy.signal.hannscipy.signal._signaltools.correlatescipy.signal._ltisys.stepscipy.sparse._construct.block_diagscipy.spatial._kdtree.KDTree.sparse_distance_matrixscipy.sparse.linalg._eigen.arpack.arpack.eigsscipy.linalg._decomp.eighscipy.signal._spectral_py.istftscipy.signal._wavelets.cwtscipy.spatial.distance.cityblockscipy.linalg._decomp_qr.qr_multiplyscipy.linalg._basic.solve_toeplitzscipy.signal._czt.czt_pointsscipy.integrate._quadrature.quadraturescipy.linalg._matfuncs.cosmscipy.spatial.distance.euclideanscipy.interpolate._fitpack2.UnivariateSpline.derivativesscipy.signal._signaltools.wienerscipy.linalg._matfuncs.khatri_raoscipy.signal._signaltools.sosfilt_ziscipy.sparse.csgraph._tools.csgraph_masked_from_densescipy.fft._realtransforms.dctscipy.optimize._nonlin.KrylovJacobianscipy.linalg._matfuncs.sinmscipy.sparse.linalg._eigen.arpack.arpack.eigshscipy.linalg._basic.lstsqscipy.interpolate._polyint.KroghInterpolatorscipy.sparse._csr.isspmatrix_csrscipy.sparse.csgraph._reordering.reverse_cuthill_mckeescipy.interpolate._fitpack_py.insertscipy.optimize._numdiff.approx_derivativescipy.signal._wavelets.rickerscipy.signal._ltisys.StateSpacescipy.special._ellip_harm.ellip_harm_2scipy.interpolate._interpolate.RegularGridInterpolatorscipy.special._basic.bernoulliscipy.interpolate._fitpack2.LSQUnivariateSplinescipy.special._ufuncs.errstatescipy.linalg._special_matrices.companionscipy.sparse.linalg._eigen._svds.svdsscipy.signal._signaltools.deconvolvescipy.sparse._construct.diagsscipy.integrate._quadrature.rombscipy.sparse.linalg._isolve.tfqmr.tfqmrscipy.fft._basic.ifftnscipy.signal._filter_design.zpk2sosscipy.linalg._procrustes.orthogonal_procrustesscipy.linalg._matfuncs.expmscipy.linalg._decomp_lu.lu_solvescipy.signal.windows._windows.bohmanscipy.sparse._arrays.csr_arrayscipy.interpolate._interpolate.BPolyscipy.interpolate._fitpack_impl.splderscipy.optimize._minpack_py.curve_fitscipy.special._basic.factorial2scipy.linalg._special_matrices.hankelscipy.optimize._optimize.brutescipy.special._lambertw.lambertwscipy.interpolate._cubic.pchip_interpolatescipy.signal.blackmanscipy.optimize._numdiff.check_derivativescipy.fft._basic.hfftnscipy.linalg._special_matrices.invhilbertscipy.linalg._decomp_lu.luscipy.signal.windows._windows.flattopscipy.signal._ltisys.freqrespscipy.signal.kaiserscipy.signal._spectral_py.coherencescipy.signal.general_gaussianscipy.sparse.csgraph._matching.min_weight_full_bipartite_matchingscipy.linalg._decomp_qz.ordqzscipy.spatial.distance.rogerstanimotoscipy.special._ellip_harm.ellip_harmscipy.signal._peak_finding.peak_prominencesscipy.interpolate._fitpack2.LSQSphereBivariateSplinescipy.signal._filter_design.freqs_zpkscipy.signal.nuttallsci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