From de86d588e9d3cbf038caae3c3157c967702b9510 Mon Sep 17 00:00:00 2001 From: dimitargeorgiev Date: Tue, 2 Apr 2024 21:03:46 +0100 Subject: [PATCH 1/7] updated reference to FABC --- src/ramanspy/preprocessing/baseline.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/ramanspy/preprocessing/baseline.py b/src/ramanspy/preprocessing/baseline.py index 94ce825..93534dc 100644 --- a/src/ramanspy/preprocessing/baseline.py +++ b/src/ramanspy/preprocessing/baseline.py @@ -394,7 +394,7 @@ class FABC(PybaselinesCorrector): References ---------- - Liu, Y.J., et al. A Concise Iterative Method with Bezier Technique for Baseline Construction. Analyst, 2015, 140(23), 7984-7996. + Cobas, J.C., Bernstein, M.A., Martín-Pastor, M. and Tahoces, P.G., 2006. A new general-purpose fully automatic baseline-correction procedure for 1D and 2D NMR data. Journal of Magnetic Resonance, 183(1), pp.145-151. """ def __init__(self, *, lam=1000000.0, scale=None, num_std=3.0, diff_order=2, min_length=2, weights=None, weights_as_mask=False, x_data=None, **pad_kwargs): super().__init__(pybaselines.classification.fabc, lam=lam, scale=scale, num_std=num_std, diff_order=diff_order, min_length=min_length, weights=weights, weights_as_mask=weights_as_mask, x_data=x_data, **pad_kwargs) \ No newline at end of file From 7cb5a905726e57ee7176a3baf1968bd6241d917b Mon Sep 17 00:00:00 2001 From: dimitargeorgiev Date: Tue, 2 Apr 2024 21:05:46 +0100 Subject: [PATCH 2/7] added reference to synthetic datta generator --- src/ramanspy/synth/synth.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/src/ramanspy/synth/synth.py b/src/ramanspy/synth/synth.py index 7eabef9..ca24e6c 100644 --- a/src/ramanspy/synth/synth.py +++ b/src/ramanspy/synth/synth.py @@ -64,6 +64,10 @@ def generate_spectra(num_spectra, n_bands, *, realistic=False, spectral_axis=Non rp.plot.spectra(spectra) rp.plot.show() + + References + ---------- + Georgiev, D., Fernández-Galiana, A., Pedersen, S.V., Papadopoulos, G., Xie, R., Stevens, M.M. and Barahona, M., 2024. Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders. arXiv preprint arXiv:2403.04526. """ if spectral_axis is not None: assert len(spectral_axis) == n_bands, 'The spectral axis should match the number of bands.' @@ -144,6 +148,11 @@ def mix( ------- mixtures : array_like The mixed spectra. + + + References + ---------- + Georgiev, D., Fernández-Galiana, A., Pedersen, S.V., Papadopoulos, G., Xie, R., Stevens, M.M. and Barahona, M., 2024. Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders. arXiv preprint arXiv:2403.04526. """ spectral_axis = endmembers[0].spectral_axis @@ -214,6 +223,11 @@ def generate_abundance_scene(size, num_endmembers, scene_type, *, seed=None): ------- image : array_like, shape (size, size, num_endmembers) The generated abundance image. + + + References + ---------- + Georgiev, D., Fernández-Galiana, A., Pedersen, S.V., Papadopoulos, G., Xie, R., Stevens, M.M. and Barahona, M., 2024. Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders. arXiv preprint arXiv:2403.04526. """ assert scene_type in SCENES, 'The mode must be one of {}'.format(SCENES) @@ -323,6 +337,10 @@ def generate_mixture_image( # Generate synthetic data mixture, endmebers, abundance_image = rp.synth.generate_image_dataset(5, 1000, 100, 'chessboard', mixture_mode='linear') + + References + ---------- + Georgiev, D., Fernández-Galiana, A., Pedersen, S.V., Papadopoulos, G., Xie, R., Stevens, M.M. and Barahona, M., 2024. Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders. arXiv preprint arXiv:2403.04526. """ endmebers = generate_spectra(num_endmembers, num_spectral_bands, realistic=realistic_endmembers, seed=seed) From 250b13553b969c47b3deb987379ff328cd16378f Mon Sep 17 00:00:00 2001 From: dimitargeorgiev Date: Wed, 3 Apr 2024 00:20:57 +0100 Subject: [PATCH 3/7] removed repetition of polynomial fitting methods for baseline correction in docs --- docs/source/preprocessing.rst | 2 -- 1 file changed, 2 deletions(-) diff --git a/docs/source/preprocessing.rst b/docs/source/preprocessing.rst index 04b3e88..f14baf3 100644 --- a/docs/source/preprocessing.rst +++ b/docs/source/preprocessing.rst @@ -82,8 +82,6 @@ Polynomial fitting: baseline.Poly baseline.ModPoly - baseline.Poly - baseline.ModPoly Other: From 8551aca0f7d5085a6042022703300b112113827f Mon Sep 17 00:00:00 2001 From: dimitargeorgiev Date: Sun, 7 Apr 2024 09:31:51 +0100 Subject: [PATCH 4/7] added 2 built-in polynomial fitting methods for baseline correction to docs --- docs/source/preprocessing.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/source/preprocessing.rst b/docs/source/preprocessing.rst index f14baf3..6a04355 100644 --- a/docs/source/preprocessing.rst +++ b/docs/source/preprocessing.rst @@ -82,6 +82,8 @@ Polynomial fitting: baseline.Poly baseline.ModPoly + baseline.PenalisedPoly + baseline.IModPoly Other: From 767367ebaf97bead00aaf5157d5d4a931c10595b Mon Sep 17 00:00:00 2001 From: dimitargeorgiev Date: Sun, 7 Apr 2024 09:32:41 +0100 Subject: [PATCH 5/7] bumped version --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index df98ed5..8b48046 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -6,7 +6,7 @@ build-backend = "setuptools.build_meta" [project] name = "ramanspy" -version = "0.2.8" +version = "0.2.9" description = "RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis" readme = "README.md" authors = [{ name = "Dimitar Georgiev", email = "d.georgiev21@imperial.ac.uk" }] From 64ef9fc83be180bbaca3b7d6410d49a7f27a8f39 Mon Sep 17 00:00:00 2001 From: dimitargeorgiev Date: Sun, 7 Apr 2024 09:47:18 +0100 Subject: [PATCH 6/7] added ref to penalised polynomial fitting algorithm --- src/ramanspy/preprocessing/baseline.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/src/ramanspy/preprocessing/baseline.py b/src/ramanspy/preprocessing/baseline.py index 93534dc..d8d2c58 100644 --- a/src/ramanspy/preprocessing/baseline.py +++ b/src/ramanspy/preprocessing/baseline.py @@ -290,6 +290,11 @@ class PenalisedPoly(PybaselinesCorrector): .. note :: Implementation based on `pybaselines `_. + + + References + ---------- + Mazet, V., et al. Background removal from spectra by designing and minimising a non-quadratic cost function. Chemometrics and Intelligent Laboratory Systems, 2005, 76(2), 121-133. """ def __init__(self, *, poly_order=2, tol=0.001, max_iter=250, weights=None, cost_function='asymmetric_truncated_quadratic', threshold=None, alpha_factor=0.99): super().__init__(pybaselines.polynomial.penalized_poly, poly_order=poly_order, tol=tol, max_iter=max_iter, weights=weights, cost_function=cost_function, threshold=threshold, alpha_factor=alpha_factor) From 2bcfd9817b27b53190328fa2444dbe98798c8817 Mon Sep 17 00:00:00 2001 From: dimitargeorgiev Date: Sun, 7 Apr 2024 10:05:55 +0100 Subject: [PATCH 7/7] updated docs --- docs/build/doctrees/environment.pickle | Bin 5016515 -> 5071115 bytes ...manspy.preprocessing.baseline.FABC.doctree | Bin 19860 -> 20036 bytes docs/build/doctrees/preprocessing.doctree | Bin 156535 -> 156742 bytes docs/build/doctrees/synth.doctree | Bin 73051 -> 76044 bytes docs/build/html/.buildinfo | 2 +- docs/build/html/_modules/index.html | 4 +- .../ramanspy/preprocessing/baseline.html | 253 +++++++----------- .../html/_modules/ramanspy/synth/synth.html | 70 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  1. ramanspy.preprocessing.baseline.Poly
  2. ramanspy.preprocessing.baseline.ModPoly
  3. -
  4. ramanspy.preprocessing.baseline.Poly
  5. -
  6. ramanspy.preprocessing.baseline.ModPoly
  7. +
  8. ramanspy.preprocessing.baseline.PenalisedPoly
  9. +
  10. ramanspy.preprocessing.baseline.IModPoly
  11. ramanspy.preprocessing.baseline.Goldindec
  12. ramanspy.preprocessing.baseline.IRSQR
  13. ramanspy.preprocessing.baseline.CornerCutting
  14. diff --git a/docs/build/html/_modules/ramanspy/preprocessing/baseline.html b/docs/build/html/_modules/ramanspy/preprocessing/baseline.html index 110b5b5..43f41e5 100644 --- a/docs/build/html/_modules/ramanspy/preprocessing/baseline.html +++ b/docs/build/html/_modules/ramanspy/preprocessing/baseline.html @@ -176,155 +176,54 @@
  15. Metrics
  16. Data visualisation
  17. Preprocessing -
  18. -
  19. Analysis +
  20. +
  21. Analysis
  22. Synthetic data
  23. Gallery:

      -
    • Tutorials
        +
      • Tutorials
      • -
      • Examples
          +
        • Examples
          • Cell phenotyping
          • Preprocessing pipelines
          • AI-based denoising
          • @@ -469,9 +368,12 @@

            Source code for ramanspy.preprocessing.baseline

            < Eilers, P., et al. Baseline correction with asymmetric least squares smoothing. Leiden University Medical Centre Report, 2005, 1(1). """ +
            +[docs] def __init__(self, *, lam=1e6, p=1e-2, diff_order=2, max_iter=50, tol=1e-3, weights=None): super().__init__(pybaselines.whittaker.asls, lam=lam, p=p, diff_order=diff_order, max_iter=max_iter, tol=tol, weights=weights)
            +
            @@ -495,8 +397,11 @@

            Source code for ramanspy.preprocessing.baseline

            < He, S., et al. Baseline correction for raman spectra using an improved asymmetric least squares method, Analytical Methods, 2014, 6(12), 4402-4407. """ +
            +[docs] def __init__(self, *, lam=1e6, p=1e-2, lam_1=1e-4, max_iter=50, tol=1e-3, weights=None, diff_order=2): super().__init__(pybaselines.whittaker.iasls, lam=lam, p=p, lam_1=lam_1, max_iter=max_iter, tol=tol, weights=weights, diff_order=diff_order)
            +
            @@ -520,8 +425,11 @@

            Source code for ramanspy.preprocessing.baseline

            < Zhang, Z.M., et al. Baseline correction using adaptive iteratively reweighted penalized least squares. Analyst, 2010, 135(5), 1138-1146. """ +
            +[docs] def __init__(self, *, lam=1e6, diff_order=2, max_iter=50, tol=1e-3, weights=None): super().__init__(pybaselines.whittaker.airpls, lam=lam, diff_order=diff_order, max_iter=max_iter, tol=tol, weights=weights)
            +
            @@ -545,8 +453,11 @@

            Source code for ramanspy.preprocessing.baseline

            < Baek, S.J., et al. Baseline correction using asymmetrically reweighted penalized least squares smoothing. Analyst, 2015, 140, 250-257. """ +
            +[docs] def __init__(self, *, lam=1e5, diff_order=2, max_iter=50, tol=1e-3, weights=None): super().__init__(pybaselines.whittaker.arpls, lam=lam, diff_order=diff_order, max_iter=max_iter, tol=tol, weights=weights)
            +
            @@ -570,8 +481,11 @@

            Source code for ramanspy.preprocessing.baseline

            < Xu, D. et al. Baseline correction method based on doubly reweighted penalized least squares, Applied Optics, 2019, 58, 3913-3920. """ +
            +[docs] def __init__(self, *, lam=1e5, eta=0.5, max_iter=50, tol=1e-3, weights=None, diff_order=2): super().__init__(pybaselines.whittaker.drpls, lam=lam, eta=eta, max_iter=max_iter, tol=tol, weights=weights, diff_order=diff_order)
            +
            @@ -595,8 +509,11 @@

            Source code for ramanspy.preprocessing.baseline

            < Ye, J., et al. Baseline correction method based on improved asymmetrically reweighted penalized least squares for Raman spectrum. Applied Optics, 2020, 59, 10933-10943. """ +
            +[docs] def __init__(self, *, lam=1e5, diff_order=2, max_iter=50, tol=1e-3, weights=None): super().__init__(pybaselines.whittaker.iarpls, lam=lam, diff_order=diff_order, max_iter=max_iter, tol=tol, weights=weights)
            +
            @@ -620,8 +537,11 @@

            Source code for ramanspy.preprocessing.baseline

            < Zhang, F., et al. Baseline correction for infrared spectra using adaptive smoothness parameter penalized least squares method. Spectroscopy Letters, 2020, 53(3), 222-233. """ +
            +[docs] def __init__(self, *, lam=1e5, diff_order=2, max_iter=100, tol=1e-3, weights=None, alpha=None): super().__init__(pybaselines.whittaker.aspls, lam=lam, diff_order=diff_order, max_iter=max_iter, tol=tol, weights=weights, alpha=alpha)
            +
            @@ -646,13 +566,16 @@

            Source code for ramanspy.preprocessing.baseline

            < .. note :: Implementation based on `pybaselines <https://pybaselines.readthedocs.io>`_. """ +
            +[docs] def __init__(self, *, poly_order=2, regions: List[Tuple[Number or None, Number or None]] = None): if regions is not None: for region in regions: if len(region) != 2: raise ValueError("Region must be a list of tuples of two elements") - super().__init__(pybaselines.polynomial.poly, poly_order=poly_order, weights=regions) + super().__init__(pybaselines.polynomial.poly, poly_order=poly_order, weights=regions)
            + def _get_mask(self, spectral_axis): mask = np.zeros_like(spectral_axis) @@ -704,11 +627,16 @@

            Source code for ramanspy.preprocessing.baseline

            < Gan, F., et al. Baseline correction by improved iterative polynomial fitting with automatic threshold. Chemometrics and Intelligent Laboratory Systems, 2006, 82, 59-65. """ +
            +[docs] def __init__(self, *, poly_order=2, tol=0.001, max_iter=250, weights=None, use_original=False, mask_initial_peaks=False): super().__init__(pybaselines.polynomial.modpoly, poly_order=poly_order, tol=tol, max_iter=max_iter, weights=weights, use_original=use_original, mask_initial_peaks=mask_initial_peaks)
            +
            +
            +[docs] class PenalisedPoly(PybaselinesCorrector): """ Baseline correction based on penalised polynomial fitting. @@ -720,11 +648,22 @@

            Source code for ramanspy.preprocessing.baseline

            < .. note :: Implementation based on `pybaselines <https://pybaselines.readthedocs.io>`_. + + + References + ---------- + Mazet, V., et al. Background removal from spectra by designing and minimising a non-quadratic cost function. Chemometrics and Intelligent Laboratory Systems, 2005, 76(2), 121-133. """ +
            +[docs] def __init__(self, *, poly_order=2, tol=0.001, max_iter=250, weights=None, cost_function='asymmetric_truncated_quadratic', threshold=None, alpha_factor=0.99): - super().__init__(pybaselines.polynomial.penalized_poly, poly_order=poly_order, tol=tol, max_iter=max_iter, weights=weights, cost_function=cost_function, threshold=threshold, alpha_factor=alpha_factor) + super().__init__(pybaselines.polynomial.penalized_poly, poly_order=poly_order, tol=tol, max_iter=max_iter, weights=weights, cost_function=cost_function, threshold=threshold, alpha_factor=alpha_factor)
            +
            + +
            +[docs] class IModPoly(PybaselinesCorrector): """ Baseline correction based on improved modified polynomial fitting. @@ -742,8 +681,12 @@

            Source code for ramanspy.preprocessing.baseline

            < ---------- Zhao, J., et al. Automated Autofluorescence Background Subtraction Algorithm for Biomedical Raman Spectroscopy, Applied Spectroscopy, 2007, 61(11), 1225-1232. """ +
            +[docs] def __init__(self, *, poly_order=2, tol=0.001, max_iter=250, weights=None, use_original=False, mask_initial_peaks=True, num_std=1): - super().__init__(pybaselines.polynomial.imodpoly, poly_order=poly_order, tol=tol, max_iter=max_iter, weights=weights, use_original=use_original, mask_initial_peaks=mask_initial_peaks, num_std=num_std) + super().__init__(pybaselines.polynomial.imodpoly, poly_order=poly_order, tol=tol, max_iter=max_iter, weights=weights, use_original=use_original, mask_initial_peaks=mask_initial_peaks, num_std=num_std)
            +
            +
            @@ -765,8 +708,11 @@

            Source code for ramanspy.preprocessing.baseline

            < ---------- Liu, J., et al. Goldindec: A Novel Algorithm for Raman Spectrum Baseline Correction. Applied Spectroscopy, 2015, 69(7), 834-842. """ +
            +[docs] def __init__(self, *, poly_order=2, tol=0.001, max_iter=250, weights=None, cost_function='asymmetric_indec', peak_ratio=0.5, alpha_factor=0.99, tol_2=0.001, tol_3=1e-06, max_iter_2=100): super().__init__(pybaselines.polynomial.goldindec, poly_order=poly_order, tol=tol, max_iter=max_iter, weights=weights, cost_function=cost_function, peak_ratio=peak_ratio, alpha_factor=alpha_factor, tol_2=tol_2, tol_3=tol_3, max_iter_2=max_iter_2)
            +
            @@ -789,8 +735,11 @@

            Source code for ramanspy.preprocessing.baseline

            < ---------- Han, Q., et al. Iterative Reweighted Quantile Regression Using Augmented Lagrangian Optimization for Baseline Correction. 2018 5th International Conference on Information Science and Control Engineering (ICISCE), 2018, 280-284. """ +
            +[docs] def __init__(self, *, lam=100, quantile=0.05, num_knots=100, spline_degree=3, diff_order=3, max_iter=100, tol=1e-06, weights=None, eps=None): super().__init__(pybaselines.spline.irsqr, lam=lam, quantile=quantile, num_knots=num_knots, spline_degree=spline_degree, diff_order=diff_order, max_iter=max_iter, tol=tol, weights=weights, eps=eps)
            +
            @@ -813,8 +762,11 @@

            Source code for ramanspy.preprocessing.baseline

            < ---------- Liu, Y.J., et al. A Concise Iterative Method with Bezier Technique for Baseline Construction. Analyst, 2015, 140(23), 7984-7996. """ +
            +[docs] def __init__(self, *, max_iter=100): super().__init__(pybaselines.spline.corner_cutting, max_iter=max_iter)
            +
            @@ -835,10 +787,13 @@

            Source code for ramanspy.preprocessing.baseline

            < References ---------- - Liu, Y.J., et al. A Concise Iterative Method with Bezier Technique for Baseline Construction. Analyst, 2015, 140(23), 7984-7996. + Cobas, J.C., Bernstein, M.A., Martín-Pastor, M. and Tahoces, P.G., 2006. A new general-purpose fully automatic baseline-correction procedure for 1D and 2D NMR data. Journal of Magnetic Resonance, 183(1), pp.145-151. """ +
            +[docs] def __init__(self, *, lam=1000000.0, scale=None, num_std=3.0, diff_order=2, min_length=2, weights=None, weights_as_mask=False, x_data=None, **pad_kwargs): super().__init__(pybaselines.classification.fabc, lam=lam, scale=scale, num_std=num_std, diff_order=diff_order, min_length=min_length, weights=weights, weights_as_mask=weights_as_mask, x_data=x_data, **pad_kwargs)
            +
            @@ -852,7 +807,7 @@

            Source code for ramanspy.preprocessing.baseline

            <
            Made with Furo diff --git a/docs/build/html/_modules/ramanspy/synth/synth.html b/docs/build/html/_modules/ramanspy/synth/synth.html index c069ab5..4cec17c 100644 --- a/docs/build/html/_modules/ramanspy/synth/synth.html +++ b/docs/build/html/_modules/ramanspy/synth/synth.html @@ -175,13 +175,55 @@
          • Datasets
          • Metrics
          • Data visualisation
          • -
          • Preprocessing
          • -
          • Analysis
          • +
          • Preprocessing +
          • +
          • Analysis +
          • Synthetic data

          Gallery:

            -
          • Tutorials
              +
            • Tutorials
            • -
            • Examples + -
              • Poly (class in ramanspy.preprocessing.baseline)
              • pop() (ramanspy.preprocessing.Pipeline method) diff --git a/docs/build/html/index.html b/docs/build/html/index.html index 9f00c35..5a5f586 100644 --- a/docs/build/html/index.html +++ b/docs/build/html/index.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/installation.html b/docs/build/html/installation.html index 1bd2649..cb3dfde 100644 --- a/docs/build/html/installation.html +++ b/docs/build/html/installation.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/loading.html b/docs/build/html/loading.html index dbecc12..bbffa83 100644 --- a/docs/build/html/loading.html +++ b/docs/build/html/loading.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/metrics.html b/docs/build/html/metrics.html index b06483b..171cbfc 100644 --- a/docs/build/html/metrics.html +++ b/docs/build/html/metrics.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
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              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/plot.html b/docs/build/html/plot.html index 90e736a..a8d76d1 100644 --- a/docs/build/html/plot.html +++ b/docs/build/html/plot.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/preprocessing.html b/docs/build/html/preprocessing.html index 91933b9..fe07bc9 100644 --- a/docs/build/html/preprocessing.html +++ b/docs/build/html/preprocessing.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • @@ -479,11 +479,11 @@

                Baseline correction

                baseline.ModPoly(*[, poly_order, tol, ...])

                Baseline correction based on modified polynomial fitting.

                -

                baseline.Poly(*[, poly_order, regions])

                -

                Baseline correction based on polynomial fitting.

                +

                baseline.PenalisedPoly(*[, poly_order, tol, ...])

                +

                Baseline correction based on penalised polynomial fitting.

                -

                baseline.ModPoly(*[, poly_order, tol, ...])

                -

                Baseline correction based on modified polynomial fitting.

                +

                baseline.IModPoly(*[, poly_order, tol, ...])

                +

                Baseline correction based on improved modified polynomial fitting.

                @@ -669,16 +669,16 @@

                Established protocols

                protocols.georgiev2023_P1([...])

                -

                The first preprocessing protocol used in the paper by Georgiev et al. [1]_.

                +

                The first preprocessing protocol used in the paper by Georgiev et al. (2023) [1]_.

                protocols.georgiev2023_P3([...])

                -

                The third preprocessing protocol used in the paper by Georgiev et al. [1]_.

                +

                The third preprocessing protocol used in the paper by Georgiev et al. (2023) [1]_.

                protocols.georgiev2023_P3([...])

                -

                The third preprocessing protocol used in the paper by Georgiev et al. [1]_.

                +

                The third preprocessing protocol used in the paper by Georgiev et al. (2023) [1]_.

                protocols.bergholt2016()

                -

                A basic preprocessing protocol approximating the one adopted in Bergholt MS et al (2016) [1]_.

                +

                A basic preprocessing protocol approximating the one adopted in Bergholt MS et al. (2016) [1]_.

                diff --git a/docs/build/html/search.html b/docs/build/html/search.html index ef75d29..21c937a 100644 --- a/docs/build/html/search.html +++ b/docs/build/html/search.html @@ -190,8 +190,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js index 946e950..4669e23 100644 --- a/docs/build/html/searchindex.js +++ b/docs/build/html/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["_templates/autosummary/class", "analysis", "auto_examples/index", "auto_examples/plot_i_package_overview", "auto_examples/plot_i_preprocessing_pipelines", "auto_examples/plot_ii_dl_denoising", "auto_examples/plot_iii_bacteria_classification", "auto_examples/sg_execution_times", "auto_tutorials/i-classes/plot_i_generic_container", "auto_tutorials/i-classes/plot_ii_spectrum_container", "auto_tutorials/i-classes/plot_iii_image_container", "auto_tutorials/i-classes/plot_iv_volume_container", "auto_tutorials/i-classes/sg_execution_times", "auto_tutorials/ii-instrumental/i_witec", "auto_tutorials/ii-instrumental/ii_renishaw", "auto_tutorials/ii-instrumental/iii_ocean_insight", "auto_tutorials/ii-instrumental/iv_other", 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[[52, "ramanspy.analysis.unmix.PPI"]], "__init__() (ramanspy.analysis.unmix.ppi method)": [[52, "ramanspy.analysis.unmix.PPI.__init__"]], "vca (class in ramanspy.analysis.unmix)": [[53, "ramanspy.analysis.unmix.VCA"]], "__init__() (ramanspy.analysis.unmix.vca method)": [[53, "ramanspy.analysis.unmix.VCA.__init__"]], "airpls (class in ramanspy.preprocessing.baseline)": [[54, "ramanspy.preprocessing.baseline.AIRPLS"]], "__init__() (ramanspy.preprocessing.baseline.airpls method)": [[54, "ramanspy.preprocessing.baseline.AIRPLS.__init__"]], "arpls (class in ramanspy.preprocessing.baseline)": [[55, "ramanspy.preprocessing.baseline.ARPLS"]], "__init__() (ramanspy.preprocessing.baseline.arpls method)": [[55, "ramanspy.preprocessing.baseline.ARPLS.__init__"]], "asls (class in ramanspy.preprocessing.baseline)": [[56, "ramanspy.preprocessing.baseline.ASLS"]], "__init__() (ramanspy.preprocessing.baseline.asls method)": [[56, "ramanspy.preprocessing.baseline.ASLS.__init__"]], "aspls (class in ramanspy.preprocessing.baseline)": [[57, "ramanspy.preprocessing.baseline.ASPLS"]], "__init__() (ramanspy.preprocessing.baseline.aspls method)": [[57, "ramanspy.preprocessing.baseline.ASPLS.__init__"]], "cornercutting (class in ramanspy.preprocessing.baseline)": [[58, "ramanspy.preprocessing.baseline.CornerCutting"]], "__init__() (ramanspy.preprocessing.baseline.cornercutting method)": [[58, "ramanspy.preprocessing.baseline.CornerCutting.__init__"]], "drpls (class in ramanspy.preprocessing.baseline)": [[59, "ramanspy.preprocessing.baseline.DRPLS"]], "__init__() (ramanspy.preprocessing.baseline.drpls method)": [[59, "ramanspy.preprocessing.baseline.DRPLS.__init__"]], "fabc (class in ramanspy.preprocessing.baseline)": [[60, "ramanspy.preprocessing.baseline.FABC"]], "__init__() (ramanspy.preprocessing.baseline.fabc method)": [[60, "ramanspy.preprocessing.baseline.FABC.__init__"]], "goldindec (class in ramanspy.preprocessing.baseline)": [[61, "ramanspy.preprocessing.baseline.Goldindec"]], "__init__() (ramanspy.preprocessing.baseline.goldindec method)": [[61, "ramanspy.preprocessing.baseline.Goldindec.__init__"]], "iarpls (class in ramanspy.preprocessing.baseline)": [[62, "ramanspy.preprocessing.baseline.IARPLS"]], "__init__() (ramanspy.preprocessing.baseline.iarpls method)": [[62, "ramanspy.preprocessing.baseline.IARPLS.__init__"]], "iasls (class in ramanspy.preprocessing.baseline)": [[63, "ramanspy.preprocessing.baseline.IASLS"]], "__init__() (ramanspy.preprocessing.baseline.iasls method)": [[63, "ramanspy.preprocessing.baseline.IASLS.__init__"]], "imodpoly (class in ramanspy.preprocessing.baseline)": [[64, "ramanspy.preprocessing.baseline.IModPoly"]], "__init__() (ramanspy.preprocessing.baseline.imodpoly method)": [[64, "ramanspy.preprocessing.baseline.IModPoly.__init__"]], "irsqr (class in ramanspy.preprocessing.baseline)": [[65, "ramanspy.preprocessing.baseline.IRSQR"]], "__init__() (ramanspy.preprocessing.baseline.irsqr method)": [[65, "ramanspy.preprocessing.baseline.IRSQR.__init__"]], "modpoly (class in ramanspy.preprocessing.baseline)": [[66, "ramanspy.preprocessing.baseline.ModPoly"]], "__init__() (ramanspy.preprocessing.baseline.modpoly method)": [[66, "ramanspy.preprocessing.baseline.ModPoly.__init__"]], "penalisedpoly (class in ramanspy.preprocessing.baseline)": [[67, "ramanspy.preprocessing.baseline.PenalisedPoly"]], "__init__() (ramanspy.preprocessing.baseline.penalisedpoly method)": [[67, "ramanspy.preprocessing.baseline.PenalisedPoly.__init__"]], "poly (class in ramanspy.preprocessing.baseline)": [[68, "ramanspy.preprocessing.baseline.Poly"]], "__init__() (ramanspy.preprocessing.baseline.poly method)": [[68, "ramanspy.preprocessing.baseline.Poly.__init__"]], "gaussian (class in ramanspy.preprocessing.denoise)": [[69, "ramanspy.preprocessing.denoise.Gaussian"]], "__init__() (ramanspy.preprocessing.denoise.gaussian method)": [[69, "ramanspy.preprocessing.denoise.Gaussian.__init__"]], "kernel (class in ramanspy.preprocessing.denoise)": [[70, "ramanspy.preprocessing.denoise.Kernel"]], "__init__() (ramanspy.preprocessing.denoise.kernel method)": [[70, "ramanspy.preprocessing.denoise.Kernel.__init__"]], "savgol (class in ramanspy.preprocessing.denoise)": [[71, "ramanspy.preprocessing.denoise.SavGol"]], "__init__() (ramanspy.preprocessing.denoise.savgol method)": [[71, "ramanspy.preprocessing.denoise.SavGol.__init__"]], "whittaker (class in ramanspy.preprocessing.denoise)": [[72, "ramanspy.preprocessing.denoise.Whittaker"]], "__init__() (ramanspy.preprocessing.denoise.whittaker method)": [[72, "ramanspy.preprocessing.denoise.Whittaker.__init__"]], "whitakerhayes (class in ramanspy.preprocessing.despike)": [[73, "ramanspy.preprocessing.despike.WhitakerHayes"]], "__init__() (ramanspy.preprocessing.despike.whitakerhayes method)": [[73, "ramanspy.preprocessing.despike.WhitakerHayes.__init__"]], "backgroundsubtractor (class in ramanspy.preprocessing.misc)": [[74, "ramanspy.preprocessing.misc.BackgroundSubtractor"]], "__init__() (ramanspy.preprocessing.misc.backgroundsubtractor method)": [[74, "ramanspy.preprocessing.misc.BackgroundSubtractor.__init__"]], "cropper (class in ramanspy.preprocessing.misc)": [[75, "ramanspy.preprocessing.misc.Cropper"]], "__init__() (ramanspy.preprocessing.misc.cropper method)": [[75, "ramanspy.preprocessing.misc.Cropper.__init__"]], "auc (class in ramanspy.preprocessing.normalise)": [[76, "ramanspy.preprocessing.normalise.AUC"]], "__init__() (ramanspy.preprocessing.normalise.auc method)": [[76, "ramanspy.preprocessing.normalise.AUC.__init__"]], "maxintensity (class in ramanspy.preprocessing.normalise)": [[77, "ramanspy.preprocessing.normalise.MaxIntensity"]], "__init__() (ramanspy.preprocessing.normalise.maxintensity method)": [[77, "ramanspy.preprocessing.normalise.MaxIntensity.__init__"]], "minmax (class in ramanspy.preprocessing.normalise)": [[78, "ramanspy.preprocessing.normalise.MinMax"]], "__init__() (ramanspy.preprocessing.normalise.minmax method)": [[78, "ramanspy.preprocessing.normalise.MinMax.__init__"]], "vector (class in ramanspy.preprocessing.normalise)": [[79, "ramanspy.preprocessing.normalise.Vector"]], "__init__() (ramanspy.preprocessing.normalise.vector method)": [[79, "ramanspy.preprocessing.normalise.Vector.__init__"]], "bergholt2016() (in module ramanspy.preprocessing.protocols)": [[80, "ramanspy.preprocessing.protocols.bergholt2016"]], "georgiev2023_p1() (in module ramanspy.preprocessing.protocols)": [[81, "ramanspy.preprocessing.protocols.georgiev2023_P1"]], "georgiev2023_p3() (in module ramanspy.preprocessing.protocols)": [[82, "ramanspy.preprocessing.protocols.georgiev2023_P3"]], "labspec() (in module ramanspy.load)": [[85, "ramanspy.load.labspec"]], "ocean_insight() (in module ramanspy.load)": [[85, "ramanspy.load.ocean_insight"]], "renishaw() (in module ramanspy.load)": [[85, "ramanspy.load.renishaw"]], "witec() (in module ramanspy.load)": [[85, "ramanspy.load.witec"]], "mae() (in module ramanspy.metrics)": [[86, "ramanspy.metrics.MAE"]], "mse() (in module ramanspy.metrics)": [[86, "ramanspy.metrics.MSE"]], "rmse() (in module ramanspy.metrics)": [[86, "ramanspy.metrics.RMSE"]], "sad() (in module ramanspy.metrics)": [[86, "ramanspy.metrics.SAD"]], "sid() (in module ramanspy.metrics)": [[86, "ramanspy.metrics.SID"]], "image() (in module ramanspy.plot)": [[88, "ramanspy.plot.image"]], "mean_spectra() (in module ramanspy.plot)": [[88, "ramanspy.plot.mean_spectra"]], "peak_dist() (in module ramanspy.plot)": [[88, "ramanspy.plot.peak_dist"]], "peaks() (in module ramanspy.plot)": [[88, "ramanspy.plot.peaks"]], "spectra() (in module ramanspy.plot)": [[88, "ramanspy.plot.spectra"]], "volume() (in module ramanspy.plot)": [[88, "ramanspy.plot.volume"]], "pipeline (class in ramanspy.preprocessing)": [[89, "ramanspy.preprocessing.Pipeline"]], "preprocessingstep (class in ramanspy.preprocessing)": [[89, "ramanspy.preprocessing.PreprocessingStep"]], "append() (ramanspy.preprocessing.pipeline method)": [[89, "ramanspy.preprocessing.Pipeline.append"]], "apply() (ramanspy.preprocessing.pipeline method)": [[89, "ramanspy.preprocessing.Pipeline.apply"]], "apply() (ramanspy.preprocessing.preprocessingstep method)": [[89, "ramanspy.preprocessing.PreprocessingStep.apply"]], "extend() (ramanspy.preprocessing.pipeline method)": [[89, "ramanspy.preprocessing.Pipeline.extend"]], "insert() (ramanspy.preprocessing.pipeline method)": [[89, "ramanspy.preprocessing.Pipeline.insert"]], "pop() (ramanspy.preprocessing.pipeline method)": [[89, "ramanspy.preprocessing.Pipeline.pop"]], "generate_abundance_scene() (in module ramanspy.synth)": [[90, "ramanspy.synth.generate_abundance_scene"]], "generate_mixture_image() (in module ramanspy.synth)": [[90, "ramanspy.synth.generate_mixture_image"]], "generate_spectra() (in module ramanspy.synth)": [[90, "ramanspy.synth.generate_spectra"]], "mix() (in module ramanspy.synth)": [[90, "ramanspy.synth.mix"]]}}) \ No newline at end of file diff --git a/docs/build/html/synth.html b/docs/build/html/synth.html index b6dc4d8..dc7fcac 100644 --- a/docs/build/html/synth.html +++ b/docs/build/html/synth.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • @@ -336,6 +336,8 @@

                Synthetic spectrarp.plot.show() +

                References

                +

                Georgiev, D., Fernández-Galiana, A., Pedersen, S.V., Papadopoulos, G., Xie, R., Stevens, M.M. and Barahona, M., 2024. Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders. arXiv preprint arXiv:2403.04526.

                @@ -360,6 +362,8 @@

                Synthetic fractional abundance scenes

                array_like, shape (size, size, num_endmembers)

                +

                References

                +

                Georgiev, D., Fernández-Galiana, A., Pedersen, S.V., Papadopoulos, G., Xie, R., Stevens, M.M. and Barahona, M., 2024. Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders. arXiv preprint arXiv:2403.04526.

                @@ -393,6 +397,8 @@

                Synthetic mixtures

                array_like

                +

                References

                +

                Georgiev, D., Fernández-Galiana, A., Pedersen, S.V., Papadopoulos, G., Xie, R., Stevens, M.M. and Barahona, M., 2024. Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders. arXiv preprint arXiv:2403.04526.

                @@ -438,6 +444,8 @@

                Synthetic mixture datasetsmixture, endmebers, abundance_image = rp.synth.generate_image_dataset(5, 1000, 100, 'chessboard', mixture_mode='linear') +

                References

                +

                Georgiev, D., Fernández-Galiana, A., Pedersen, S.V., Papadopoulos, G., Xie, R., Stevens, M.M. and Barahona, M., 2024. Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders. arXiv preprint arXiv:2403.04526.

                diff --git a/docs/build/html/tutorials/README.html b/docs/build/html/tutorials/README.html index 8d3ada4..a5c6fcf 100644 --- a/docs/build/html/tutorials/README.html +++ b/docs/build/html/tutorials/README.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/tutorials/i-classes/README.html b/docs/build/html/tutorials/i-classes/README.html index b3ed31c..38a530f 100644 --- a/docs/build/html/tutorials/i-classes/README.html +++ b/docs/build/html/tutorials/i-classes/README.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/tutorials/ii-instrumental/README.html b/docs/build/html/tutorials/ii-instrumental/README.html index 9998832..dc11bd3 100644 --- a/docs/build/html/tutorials/ii-instrumental/README.html +++ b/docs/build/html/tutorials/ii-instrumental/README.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/tutorials/iii-datasets/README.html b/docs/build/html/tutorials/iii-datasets/README.html index 6c9353a..8b3eb2c 100644 --- a/docs/build/html/tutorials/iii-datasets/README.html +++ b/docs/build/html/tutorials/iii-datasets/README.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/tutorials/iv-viz/README.html b/docs/build/html/tutorials/iv-viz/README.html index 743e368..a21f1de 100644 --- a/docs/build/html/tutorials/iv-viz/README.html +++ b/docs/build/html/tutorials/iv-viz/README.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/tutorials/v-preprocessing/README.html b/docs/build/html/tutorials/v-preprocessing/README.html index 02d2d94..edcef28 100644 --- a/docs/build/html/tutorials/v-preprocessing/README.html +++ b/docs/build/html/tutorials/v-preprocessing/README.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/tutorials/vi-analysis/README.html b/docs/build/html/tutorials/vi-analysis/README.html index 6511190..ab280c1 100644 --- a/docs/build/html/tutorials/vi-analysis/README.html +++ b/docs/build/html/tutorials/vi-analysis/README.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting
              • diff --git a/docs/build/html/tutorials/vii-synth/README.html b/docs/build/html/tutorials/vii-synth/README.html index 8993e8e..0bdcbb1 100644 --- a/docs/build/html/tutorials/vii-synth/README.html +++ b/docs/build/html/tutorials/vii-synth/README.html @@ -193,8 +193,8 @@
              • ramanspy.preprocessing.baseline.ASPLS
              • ramanspy.preprocessing.baseline.Poly
              • ramanspy.preprocessing.baseline.ModPoly
              • -
              • ramanspy.preprocessing.baseline.Poly
              • -
              • ramanspy.preprocessing.baseline.ModPoly
              • +
              • ramanspy.preprocessing.baseline.PenalisedPoly
              • +
              • ramanspy.preprocessing.baseline.IModPoly
              • ramanspy.preprocessing.baseline.Goldindec
              • ramanspy.preprocessing.baseline.IRSQR
              • ramanspy.preprocessing.baseline.CornerCutting

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