From ea1e14f054b9bab03e7b36a24eecc9c1d6b526b6 Mon Sep 17 00:00:00 2001 From: andrewheusser Date: Sun, 19 Nov 2017 12:05:02 -0500 Subject: [PATCH] added docstring, tests and updated code in other functions to do ppca by default (set to False in format_data function by default). advanced version to 0.4.1 --- docs/_build/doctrees/api.doctree | Bin 31729 -> 33620 bytes .../doctrees/auto_examples/animate.doctree | Bin 7854 -> 8035 bytes .../doctrees/auto_examples/index.doctree | Bin 51206 -> 51206 bytes .../auto_examples/plot_clusters.doctree | Bin 7819 -> 7822 bytes .../auto_examples/plot_describe.doctree | Bin 9498 -> 8939 bytes .../auto_examples/plot_digits.doctree | Bin 7755 -> 7750 bytes .../doctrees/auto_examples/plot_group.doctree | Bin 9861 -> 9856 bytes .../auto_examples/plot_labels.doctree | Bin 8221 -> 8226 bytes .../auto_examples/plot_legend.doctree | Bin 7280 -> 7275 bytes .../auto_examples/plot_missing_data.doctree | Bin 9918 -> 9923 bytes 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Bin 47014 -> 46921 bytes docs/auto_examples/auto_examples_python.zip | Bin 22103 -> 22011 bytes .../images/sphx_glr_plot_clusters_001.png | Bin 43868 -> 44515 bytes .../images/sphx_glr_plot_normalize_001.png | Bin 27853 -> 28270 bytes .../images/sphx_glr_plot_normalize_002.png | Bin 30091 -> 29662 bytes .../images/sphx_glr_plot_normalize_003.png | Bin 29982 -> 29228 bytes .../thumb/sphx_glr_plot_clusters_thumb.png | Bin 35559 -> 36437 bytes .../thumb/sphx_glr_plot_normalize_thumb.png | Bin 23387 -> 23410 bytes docs/auto_examples/index.rst | 2 +- docs/auto_examples/plot_clusters.ipynb | 2 +- docs/auto_examples/plot_clusters.py | 2 +- docs/auto_examples/plot_clusters.py.md5 | 2 +- docs/auto_examples/plot_clusters.rst | 4 +- docs/auto_examples/plot_describe.ipynb | 2 +- docs/auto_examples/plot_describe.py | 10 +- docs/auto_examples/plot_describe.py.md5 | 2 +- docs/auto_examples/plot_describe.rst | 12 +- docs/auto_examples/plot_normalize.ipynb | 2 +- docs/auto_examples/plot_normalize.py | 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z-0vFy)b?Hv^v+?y8(n-%Lo(xA9mry6DOaV6b)(VLRqkh&iGRcUpG=IE_MTo9oEt#e z0)|{TShsi+nynu)ft;`&{5d__C9XlvP{pn9!SXqHjUbOyVdMB|aIl}P7DO6Z+FDqU` zKuT2z-p@6DJNl1iLQF_b%2Ozc(5I5{pa1_~{%^m7{gAL78sYi5VX$SBDV#1H F{s(al + + + + + + + hypertools._shared.helpers — hypertools 0.4.0 documentation + + + + + + + + + + + + + + + + + + + + + + + + + +

+ +
+
+
+ +

Source code for hypertools._shared.helpers

+#!/usr/bin/env python
+
+"""
+Helper functions
+"""
+
+##PACKAGES##
+from __future__ import division
+from __future__ import print_function
+import sys
+import warnings
+import numpy as np
+from scipy.interpolate import PchipInterpolator as pchip
+import seaborn as sns
+import itertools
+import pandas as pd
+from matplotlib.lines import Line2D
+from .._externals.ppca import PPCA
+
+##HELPER FUNCTIONS##
+def center(x):
+    assert type(x) is list, "Input data to center must be list"
+    x_stacked = np.vstack(x)
+    return [i - np.mean(x_stacked, 0) for i in x]
+
+def scale(x):
+    assert type(x) is list, "Input data to scale must be list"
+    x_stacked = np.vstack(x)
+    m1 = np.min(x_stacked)
+    m2 = np.max(x_stacked - m1)
+    f = lambda x: 2*((x - m1) / m2) - 1
+    return [f(i) for i in x]
+
+def group_by_category(vals):
+    if any(isinstance(el, list) for el in vals):
+        vals = list(itertools.chain(*vals))
+    val_set = list(sorted(set(vals), key=list(vals).index))
+    return [val_set.index(val) for val in vals]
+
+def vals2colors(vals,cmap='GnBu_d',res=100):
+    """Maps values to colors
+    Args:
+    values (list or list of lists) - list of values to map to colors
+    cmap (str) - color map (default is 'husl')
+    res (int) - resolution of the color map (default: 100)
+    Returns:
+    list of rgb tuples
+    """
+    # flatten if list of lists
+    if any(isinstance(el, list) for el in vals):
+        vals = list(itertools.chain(*vals))
+
+    # get palette from seaborn
+    palette = np.array(sns.color_palette(cmap, res))
+    ranks = np.digitize(vals, np.linspace(np.min(vals), np.max(vals)+1, res+1)) - 1
+    return [tuple(i) for i in palette[ranks, :]]
+
+def vals2bins(vals,res=100):
+    """Maps values to bins
+    Args:
+    values (list or list of lists) - list of values to map to colors
+    res (int) - resolution of the color map (default: 100)
+    Returns:
+    list of numbers representing bins
+    """
+    # flatten if list of lists
+    if any(isinstance(el, list) for el in vals):
+        vals = list(itertools.chain(*vals))
+    return list(np.digitize(vals, np.linspace(np.min(vals), np.max(vals)+1, res+1)) - 1)
+
+def interp_array(arr,interp_val=10):
+    x=np.arange(0, len(arr), 1)
+    xx=np.arange(0, len(arr)-1, 1/interp_val)
+    q=pchip(x,arr)
+    return q(xx)
+
+def interp_array_list(arr_list,interp_val=10):
+    smoothed= [np.zeros(arr_list[0].shape) for item in arr_list]
+    for idx,arr in enumerate(arr_list):
+        smoothed[idx] = interp_array(arr,interp_val)
+    return smoothed
+
+def check_data(data):
+    if type(data) is list:
+        if all([isinstance(x, np.ndarray) for x in data]):
+            return 'list'
+        elif all([isinstance(x, pd.DataFrame) for x in data]):
+            return 'dflist'
+        else:
+            raise ValueError("Data must be numpy array, list of numpy array, pandas dataframe or list of pandas dataframes.")
+    elif isinstance(data, np.ndarray):
+        return 'array'
+    elif isinstance(data, pd.DataFrame):
+        return 'df'
+    else:
+        raise ValueError("Data must be numpy array, list of numpy array, pandas dataframe or list of pandas dataframes.")
+
+def parse_args(x,args):
+    args_list = []
+    for i,item in enumerate(x):
+        tmp = []
+        for ii,arg in enumerate(args):
+            if type(arg) is tuple or type(arg) is list:
+                if len(arg) == len(x):
+                    tmp.append(arg[i])
+                else:
+                    print('Error: arguments must be a list of the same length as x')
+                    sys.exit(1)
+            else:
+                tmp.append(arg)
+        args_list.append(tuple(tmp))
+    return args_list
+
+def parse_kwargs(x, kwargs):
+    kwargs_list = []
+    for i,item in enumerate(x):
+        tmp = {}
+        for kwarg in kwargs:
+            if type(kwargs[kwarg]) is tuple or type(kwargs[kwarg]) is list:
+                if len(kwargs[kwarg]) == len(x):
+                    tmp[kwarg]=kwargs[kwarg][i]
+                else:
+                    # print('Error: keyword arguments must be a list of the same length as x')
+                    # sys.exit(1)
+                    tmp[kwarg]=None
+            else:
+                tmp[kwarg]=kwargs[kwarg]
+        kwargs_list.append(tmp)
+    return kwargs_list
+
+def reshape_data(x,labels):
+    categories = list(sorted(set(labels), key=list(labels).index))
+    x_stacked = np.vstack(x)
+    x_reshaped = [[] for i in categories]
+    for idx,point in enumerate(labels):
+        x_reshaped[categories.index(point)].append(x_stacked[idx])
+    return [np.vstack(i) for i in x_reshaped]
+
+
[docs]def format_data(x, ppca=False): + """ + Formats data into a list of numpy arrays + + This function is useful to identify rows of your array that contain missing + data or nans. The returned indices can be used to remove the rows with + missing data, or label the missing data points that are interpolated + using PPCA. + + Parameters + ---------- + + x : numpy array, dataframe or (mixed) list + The data to convert + + ppca : bool + Performs PPCA to fill in missing values (default: False) + + Returns + ---------- + data : list of numpy arrays + A list of formatted arrays + """ + + def fill_missing(x): + + # ppca if missing data + m = PPCA() + m.fit(data=np.vstack(x)) + x_pca = m.transform() + + # if the whole row is missing, return nans + all_missing = [idx for idx,a in enumerate(np.vstack(x)) if all([type(b)==np.nan for b in a])] + if len(all_missing)>0: + for i in all_missing: + x_pca[i,:]=np.nan + + # get the original lists back + if len(x)>1: + x_split = np.cumsum([i.shape[0] for i in x][:-1]) + return list(np.split(x_pca,x_split,axis=0)) + else: + return [x_pca] + + # not sure why i needed to import here, but its the only way I could get it to work + from ..tools.df2mat import df2mat + + if type(x) is not list: + x = [x] + + formatted_data = [] + + for xi in x: + + data_type = check_data(xi) + + if data_type=='df': + xi = df2mat(xi) + + formatted_data.append(xi) + + if any([i.ndim==1 for i in formatted_data]): + formatted_data = [np.reshape(i,(i.shape[0],1)) if i.ndim==1 else i for i in formatted_data] + + # if there are any nans in any of the lists, use ppca + if ppca is True: + if np.isnan(np.vstack(formatted_data)).any(): + warnings.warn('Missing data: Inexact solution computed with PPCA (see https://github.com/allentran/pca-magic for details)') + formatted_data = fill_missing(formatted_data) + + return formatted_data
+ +def patch_lines(x): + """ + Draw lines between groups + """ + for idx in range(len(x)-1): + x[idx] = np.vstack([x[idx], x[idx+1][0,:]]) + return x + +def is_line(format_str): + return (format_str is None) or (all([str(symbol) not in format_str for symbol in Line2D.markers.keys()])) + +import collections +import functools + +def memoize(obj): + cache = obj.cache = {} + + @functools.wraps(obj) + def memoizer(*args, **kwargs): + key = str(args) + str(kwargs) + if key not in cache: + cache[key] = obj(*args, **kwargs) + return cache[key] + return memoizer +
+ +
+ +
+
+
+
+

+ Back to top + +
+ + +

+

+ © Copyright 2017, Contextual Dynamics Laboratory.
+ Created using Sphinx 1.5.2.
+

+
+
+ + \ No newline at end of file diff --git a/docs/_build/html/_modules/hypertools/plot/plot.html b/docs/_build/html/_modules/hypertools/plot/plot.html index 5898c9b3..ad9b2cc8 100644 --- a/docs/_build/html/_modules/hypertools/plot/plot.html +++ b/docs/_build/html/_modules/hypertools/plot/plot.html @@ -135,7 +135,7 @@

Source code for hypertools.plot.plot

 
 
[docs]def plot(x, fmt=None, marker=None, markers=None, linestyle=None, linestyles=None, color=None, colors=None, palette='hls', group=None, - labels=None, legend=None, title=None, elev=10, azim=-60, ndims=None, + labels=None, legend=None, title=None, elev=10, azim=-60, ndims=3, model=None, model_params=None, reduce='IncrementalPCA', cluster='KMeans', align=None, normalize=None, n_clusters=None, save_path=None, animate=False, duration=30, tail_duration=2, rotations=2, zoom=1, chemtrails=False, precog=False, bullettime=False, frame_rate=50, explore=False, show=True, transform=True): """ @@ -290,13 +290,13 @@

Source code for hypertools.plot.plot

     # warnings for deprecated API args
     if (model is not None) or (model_params is not None):
         warnings.warn('Model and model_params arguments will be deprecated. Please use \
-                      reduce. See docs for details.')
+                      reduce keyword argument. See docs for details: http://hypertools.readthedocs.io/en/latest/hypertools.plot.html#hypertools.plot')
         reduce = {}
         reduce['model'] = model
         reduce['params'] = model_params
 
     # put into common format
-    raw = format_data(x)
+    raw = format_data(x, ppca=True)
 
     # analyze the data
     if transform is True:
@@ -338,10 +338,14 @@ 

Source code for hypertools.plot.plot

     # reduce data to 3 dims for plotting, if ndims is None, return this
     if (ndims and ndims > 3):
         x = reducer(x, ndims=3, reduce=reduce, internal=True)
+    elif ndims < 3:
+        x = reducer(x, ndims=ndims, reduce=reduce, internal=True)
+        xform_data = x
     elif ndims is None:
         x = reducer(x, ndims=3, reduce=reduce, internal=True)
         xform_data = x
 
+
     # find cluster and reshape if n_clusters
     if n_clusters is not None:
         cluster_labels = clusterer(x, cluster=cluster, n_clusters=n_clusters)
@@ -366,7 +370,8 @@ 

Source code for hypertools.plot.plot

             group = group_by_category(group)
 
         # reshape the data according to group
-        x = reshape_data(x, group)
+        if n_clusters is None:
+            x = reshape_data(x, group)
 
         # interpolate lines if they are grouped
         if is_line(fmt):
@@ -491,6 +496,8 @@ 

Source code for hypertools.plot.plot

         'color' : color,
         'colors' : colors,
         'palette' : palette,
+        'group' : group,
+        'ndims' : ndims,
         'labels' : labels,
         'legend' : legend,
         'title' : title,
diff --git a/docs/_build/html/_modules/hypertools/tools/align.html b/docs/_build/html/_modules/hypertools/tools/align.html
index 773aef86..6f71b63b 100644
--- a/docs/_build/html/_modules/hypertools/tools/align.html
+++ b/docs/_build/html/_modules/hypertools/tools/align.html
@@ -122,7 +122,7 @@ 

Source code for hypertools.tools.align

 import warnings
 
 @memoize
-
[docs]def align(data, align='hyper', method=None): +
[docs]def align(data, align='hyper', normalize=None, ndims=None, method=None): """ Aligns a list of arrays @@ -155,6 +155,14 @@

Source code for hypertools.tools.align

         key is a string that specifies the model and the params key is a dictionary
         of parameter values (default : 'hyper').
 
+    normalize : None
+        Deprecated argument.  Please use new analyze function to perform
+        combinations of transformations
+
+    ndims : None
+        Deprecated argument.  Please use new analyze function to perform
+        combinations of transformations
+
     Returns
     ----------
     aligned : list
@@ -170,16 +178,16 @@ 

Source code for hypertools.tools.align

             return data
     else:
         if method is not None:
-            warnings.warn('The method arg is deprecated.  Please use align.')
+            warnings.warn('The method argument will be deprecated.  Please use align. See the API docs for more info: http://hypertools.readthedocs.io/en/latest/hypertools.tools.align.html#hypertools.tools.align')
             align = method
 
         if align is True:
             warnings.warn("Setting align=True will be deprecated.  Please specify the \
-                          type of alignment, i.e. align='hyper'")
+                          type of alignment, i.e. align='hyper'. See API docs for more info: http://hypertools.readthedocs.io/en/latest/hypertools.tools.align.html#hypertools.tools.align")
             align = 'hyper'
 
         # common format
-        data = format_data(data)
+        data = format_data(data, ppca=True)
 
         if len(data) is 1:
             warnings.warn('Data in list of length 1 can not be aligned. '
diff --git a/docs/_build/html/_modules/hypertools/tools/cluster.html b/docs/_build/html/_modules/hypertools/tools/cluster.html
index b0df6939..ee53cc42 100644
--- a/docs/_build/html/_modules/hypertools/tools/cluster.html
+++ b/docs/_build/html/_modules/hypertools/tools/cluster.html
@@ -111,13 +111,13 @@
       
   

Source code for hypertools.tools.cluster

 #!/usr/bin/env python
-
+import warnings
 from sklearn.cluster import KMeans, MiniBatchKMeans, AgglomerativeClustering, Birch, FeatureAgglomeration, SpectralClustering
 import numpy as np
 from .._shared.helpers import *
 
 @memoize
-
[docs]def cluster(x, cluster='KMeans', n_clusters=3): +
[docs]def cluster(x, cluster='KMeans', n_clusters=3, ndims=None): """ Performs clustering analysis and returns a list of cluster labels @@ -140,6 +140,10 @@

Source code for hypertools.tools.cluster

     n_clusters : int
         Number of clusters to discover
 
+    ndims : None
+        Deprecated argument.  Please use new analyze function to perform
+        combinations of transformations
+
     Returns
     ----------
     cluster_labels : list
@@ -151,7 +155,11 @@ 

Source code for hypertools.tools.cluster

     if cluster is None:
         return x
     else:
-        x = format_data(x)
+
+        if ndims is not None:
+            warnings.warn('The ndims argument is now deprecated. Ignoring dimensionality reduction step.')
+
+        x = format_data(x, ppca=True)
 
         # dictionary of models
         models = {
@@ -174,10 +182,6 @@ 

Source code for hypertools.tools.cluster

             if type(cluster['model']) is str:
                 model = models[cluster['model']]
                 model_params = cluster['params']
-            # if the user specifies a function, set that to the model
-            elif callable(cluster['model']):
-                model = cluster['model']
-                model_params = cluster['params']
 
         # initialize model
         model = model(**model_params)
diff --git a/docs/_build/html/_modules/hypertools/tools/describe.html b/docs/_build/html/_modules/hypertools/tools/describe.html
index 7247cce8..d720ac07 100644
--- a/docs/_build/html/_modules/hypertools/tools/describe.html
+++ b/docs/_build/html/_modules/hypertools/tools/describe.html
@@ -122,7 +122,7 @@ 

Source code for hypertools.tools.describe

 import matplotlib.pyplot as plt
 import seaborn as sns
 from .reduce import reduce as reducer
-from .._shared.helpers import format_data
+from .._shared.helpers import format_data, memoize
 
 
[docs]def describe(x, reduce='IncrementalPCA', max_dims=None, show=True): """ @@ -134,7 +134,7 @@

Source code for hypertools.tools.describe

 
     Parameters
     ----------
-    
+
     x : Numpy array, DataFrame or list of arrays/dfs
         A list of Numpy arrays or Pandas Dataframes
 
@@ -178,21 +178,21 @@ 

Source code for hypertools.tools.describe

             max_dims = x.shape[1]
 
         # correlation matrix for all dimensions
-        alldims = pdist(x,'correlation')
+        alldims = get_pdist(x)
 
         corrs=[]
         for dims in range(2, max_dims):
-            reduced = pdist(reducer(x, ndims=dims, reduce=reduce),'correlation')
-            corrs.append(np.corrcoef(alldims, reduced)[0][1])
+            reduced = get_pdist(reducer(x, ndims=dims, reduce=reduce))
+            corrs.append(get_corr(alldims, reduced))
             del reduced
         return corrs
 
     # common format
-    x = format_data(x)
+    x = format_data(x, ppca=True)
 
     # if max dims is not set, make it the length of the minimum number of columns
     if max_dims is None:
-        max_dims = np.min(map(lambda xi: xi.shape[1], x))
+        max_dims = np.min([xi.shape[1] for xi in x])
 
     # a dictionary to store results
     result = {}
@@ -208,6 +208,14 @@ 

Source code for hypertools.tools.describe

         ax.set_xlabel('Number of components')
         plt.show()
     return result
+ +@memoize +def get_corr(reduced, alldims): + return np.corrcoef(alldims, reduced)[0][1] + +@memoize +def get_pdist(x): + return pdist(x, 'correlation')
diff --git a/docs/_build/html/_modules/hypertools/tools/describe_pca.html b/docs/_build/html/_modules/hypertools/tools/describe_pca.html index 63b67706..cc7c92da 100644 --- a/docs/_build/html/_modules/hypertools/tools/describe_pca.html +++ b/docs/_build/html/_modules/hypertools/tools/describe_pca.html @@ -169,12 +169,12 @@

Source code for hypertools.tools.describe_pca

cov_alldims = pdist(x,'correlation') corrs=[] for num in range(2,max_dims): - cov_PCA = pdist(np.vstack(reduceD(x, num, internal=True)),'correlation') + cov_PCA = pdist(np.vstack(reduceD(x, ndims=num, internal=True)),'correlation') corrs.append(np.corrcoef(cov_alldims, cov_PCA)[0][1]) del cov_PCA return corrs - x = format_data(x) + x = format_data(x, ppca=True) attrs = {} attrs['PCA_summary'] = {} diff --git a/docs/_build/html/_modules/hypertools/tools/normalize.html b/docs/_build/html/_modules/hypertools/tools/normalize.html index 8ba61952..7c04369b 100644 --- a/docs/_build/html/_modules/hypertools/tools/normalize.html +++ b/docs/_build/html/_modules/hypertools/tools/normalize.html @@ -157,7 +157,7 @@

Source code for hypertools.tools.normalize

         return x
     else:
 
-        x = format_data(x)
+        x = format_data(x, ppca=True)
 
         zscore = lambda X,y: (y - np.mean(X)) / np.std(X) if len(set(y))>1 else np.zeros(y.shape)
 
diff --git a/docs/_build/html/_modules/hypertools/tools/reduce.html b/docs/_build/html/_modules/hypertools/tools/reduce.html
index 95b249c4..9c41ecbe 100644
--- a/docs/_build/html/_modules/hypertools/tools/reduce.html
+++ b/docs/_build/html/_modules/hypertools/tools/reduce.html
@@ -123,19 +123,20 @@ 

Source code for hypertools.tools.reduce

 # internal libraries
 from ..tools.df2mat import df2mat
 from .._shared.helpers import *
+from .normalize import normalize as normalizer
+from .align import align as aligner
 
 # main function
 @memoize
-
[docs]def reduce(x, reduce='IncrementalPCA', ndims=None, internal=False): +
[docs]def reduce(x, reduce='IncrementalPCA', ndims=3, normalize=None, align=None, + model=None, model_params=None, internal=False): """ Reduces dimensionality of an array, or list of arrays Parameters ---------- x : Numpy array or list of arrays - Dimensionality reduction using PCA is performed on this array. If - there are nans present in the data, the function will try to use - PPCA to interpolate the missing values. + Dimensionality reduction using PCA is performed on this array. reduce : str or dict Decomposition/manifold learning model to use. Models supported: PCA, @@ -150,6 +151,20 @@

Source code for hypertools.tools.reduce

     ndims : int
         Number of dimensions to reduce
 
+    model : None
+        Deprecated argument.  Please use reduce.
+
+    model_params : None
+        Deprecated argument.  Please use reduce.
+
+    align : None
+        Deprecated argument.  Please use new analyze function to perform
+        combinations of transformations
+
+    normalize : None
+        Deprecated argument.  Please use new analyze function to perform
+        combinations of transformations
+
     Returns
     ----------
     x_reduced : Numpy array or list of arrays
@@ -186,14 +201,34 @@ 

Source code for hypertools.tools.reduce

         'MDS' : MDS
     }
 
+    # deprecated warning
+    if (model is not None) or (model_params is not None):
+        warnings.warn('Model and model params will be deprecated.  Please use the \
+                      reduce keyword.  See API docs for more info: http://hypertools.readthedocs.io/en/latest/hypertools.tools.reduce.html#hypertools.tools.reduce')
+        reduce = {}
+        reduce['model'] = model
+        reduce['params'] = model_params
+
     # if model is None, just return data
-    if (reduce is None) or (ndims is None):
+    if reduce is None:
         return x
     else:
 
         # common format
-        x = format_data(x)
+        x = format_data(x, ppca=True)
+
+        # deprecation warnings
+        if normalize is not None:
+            warnings.warn('The normalize argument will be deprecated for this function.  Please use the \
+                          analyze function to perform combinations of these transformations.  See API docs for more info: http://hypertools.readthedocs.io/en/latest/hypertools.analyze.html#hypertools.analyze')
+            x = normalizer(x, normalize=normalize)
 
+        if align is not None:
+            warnings.warn('The align argument will be deprecated for this function.  Please use the \
+                          analyze function to perform combinations of these transformations.  See API docs for more info: http://hypertools.readthedocs.io/en/latest/hypertools.analyze.html#hypertools.analyze')
+            x = aligner(x, align=align)
+
+        # if the shape of the data is already less than ndims, just return it
         if all([i.shape[1]<=ndims for i in x]):
             return x
 
@@ -207,8 +242,12 @@ 

Source code for hypertools.tools.reduce

         elif type(reduce) is dict:
             if type(reduce['model']) is str:
                 model = models[reduce['model']]
-                model_params = reduce['params']
-
+                if reduce['params'] is None:
+                    model_params = {
+                        'n_components' : ndims
+                    }
+                else:
+                    model_params = reduce['params']
         # initialize model
         model = model(**model_params)
 
diff --git a/docs/_build/html/_modules/index.html b/docs/_build/html/_modules/index.html
index d65e0444..732195b4 100644
--- a/docs/_build/html/_modules/index.html
+++ b/docs/_build/html/_modules/index.html
@@ -110,7 +110,8 @@
     

All modules for which code is available

-

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zcmbQ@-R-@BSAfxCGM|9;WG{ho2y62{f!mCXS(9%GBU8j zlkcd=2{(b{7($sdQ;Lh4f$Z9%mdU)TTEeYhb{mk)5YJG_kgP3gpX{ZorO*Ksi7n~` VlA&xxsc9f>U0|i%K(aJR4*)n$K5+m5 delta 220 zcmeD7p5ncMSAfxS@<9P>M!m_N0_8CF=05_r85y%D-w?_LO1KK=z}TDRMG6I2i|QE} z7$#3pk&JEtGCD%JixSJ@Q}Ys&a#B-@8i7LIjG??KrMU(1#i=DFnR)5OMNL3aztW^o z(c;S7r2L%twEX;%y!?{X_~MepqLQL!kS2yu=FF7hq81>#wy1S7i>j7z8<^b=Bs0V_ nR5B!Mi#jGds%j~80!3nrx`1RTTTyBnNLx2pX%CPrP0|AZsGdSV diff --git a/docs/_build/html/_downloads/animate.ipynb b/docs/_build/html/_downloads/animate.ipynb index f5932630..6b732d2f 100644 --- a/docs/_build/html/_downloads/animate.ipynb +++ b/docs/_build/html/_downloads/animate.ipynb @@ -15,7 +15,7 @@ }, { "source": [ - "\n# Hyperalign a list of arrays and create an animated plot\n\n\nThe sample data is a list of 2D arrays, where each array is fMRI brain activity\nfrom one subject. The rows are timepoints and the columns are neural\n'features'. First, the matrices are hyperaligned using hyp.tools.align.\n\n" + "\n# Hyperalign a list of arrays and create an animated plot\n\n\nThe sample data is a list of 2D arrays, where each array is fMRI brain activity\nfrom one subject. The rows are timepoints and the columns are neural\n'features'. First, the matrices are hyperaligned using hyp.align. Then, the data\nare split into 2 groups of 18. and averaged. Finally the aligned data is plotted.\n\n" ], "cell_type": "markdown", "metadata": {} diff --git a/docs/_build/html/_downloads/animate.py b/docs/_build/html/_downloads/animate.py index 9d49f107..877285c6 100644 --- a/docs/_build/html/_downloads/animate.py +++ b/docs/_build/html/_downloads/animate.py @@ -6,7 +6,8 @@ The sample data is a list of 2D arrays, where each array is fMRI brain activity from one subject. The rows are timepoints and the columns are neural -'features'. First, the matrices are hyperaligned using hyp.tools.align. +'features'. First, the matrices are hyperaligned using hyp.align. Then, the data +are split into 2 groups of 18. and averaged. Finally the aligned data is plotted. 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