diff --git a/docs/data.html b/docs/data.html index dbc73433..ca508abb 100644 --- a/docs/data.html +++ b/docs/data.html @@ -27,7 +27,7 @@
mogptk.data
import re
import copy
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def LoadFunction(f, start, end, n, var=0.0, name="", random=False):
"""
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def LoadSplitData(x_train, x_test, y_train, y_test, name=""):
"""
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class Data:
def __init__(self, X, Y, Y_err=None, name=None, x_labels=None, y_label=None):
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def aggregate(self, duration, f=np.mean, f_err=None):
"""
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def copy(self):
"""
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def filter(self, start, end, dim=None):
"""
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def get_bnse_estimation(self, Q=1, n=1000, iters=200):
"""
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def get_data(self, transformed=False):
"""
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def get_input_dims(self):
"""
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def get_ls_estimation(self, Q=1, n=10000):
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def get_name(self):
"""
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def get_nyquist_estimation(self):
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def get_prediction_data(self):
"""
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def get_sm_estimation(self, Q=1, method='LS', optimizer='Adam', iters=200, params={}):
"""
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def get_test_data(self, transformed=False):
"""
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def get_train_data(self, transformed=False):
"""
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def has_test_data(self):
"""
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def plot(self, pred=None, title=None, ax=None, legend=True, errorbars=True, transformed=False):
"""
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def plot_spectrum(self, title=None, method='ls', ax=None, per=None, maxfreq=None, log=False, transformed=True, n=10000):
"""
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def remove_indices(self, indices):
"""
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def remove_random_ranges(self, n, duration, dim=0):
"""
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def remove_randomly(self, n=None, pct=None):
"""
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def remove_range(self, start=None, end=None, dim=None):
"""
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def remove_relative_range(self, start=0.0, end=1.0, dim=None):
"""
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def reset(self):
"""
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def set_function(self, f):
"""
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def set_labels(self, x_labels, y_label):
"""
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def set_name(self, name):
"""
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def set_prediction_data(self, X):
"""
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def set_prediction_range(self, start=None, end=None, n=None, step=None):
"""
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def transform(self, transformer):
"""
diff --git a/docs/dataset.html b/docs/dataset.html
index 092d662b..4299ce86 100644
--- a/docs/dataset.html
+++ b/docs/dataset.html
@@ -27,7 +27,7 @@ Module mogptk.dataset
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import copy
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def LoadCSV(filename, x_col=0, y_col=1, y_err_col=None, name=None, **kwargs):
"""
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def LoadDataFrame(df, x_col=0, y_col=1, y_err_col=None, name=None):
"""
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class DataSet:
"""
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def aggregate(self, duration, f=np.mean):
"""
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def append(self, arg):
"""
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def copy(self):
"""
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def filter(self, start, end, dim=None):
"""
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def get(self, index):
"""
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def get_bnse_estimation(self, Q=1, n=1000, iters=200):
"""
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def get_data(self, transformed=False):
"""
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def get_index(self, index):
"""
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def get_input_dims(self):
"""
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def get_ls_estimation(self, Q=1, n=10000):
"""
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def get_names(self):
"""
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def get_nyquist_estimation(self):
"""
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def get_output_dims(self):
"""
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def get_prediction_data(self):
"""
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def get_sm_estimation(self, Q=1, method='BNSE', optimizer='Adam', iters=200, params={}):
"""
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def get_test_data(self, transformed=False):
"""
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def get_train_data(self, transformed=False):
"""
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def has_test_data(self):
"""
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def plot(self, pred=None, title=None, figsize=None, legend=True, transformed=False):
"""
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def plot_spectrum(self, title=None, method='ls', per=None, maxfreq=None, figsize=None, log=False, transformed=True, n=1001):
"""
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def set_prediction_data(self, X):
"""
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def set_prediction_range(self, start, end, n=None, step=None):
"""
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def transform(self, transformer):
"""
diff --git a/docs/examples.html b/docs/examples.html
index a60170ea..e981329b 100644
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@@ -72,6 +72,7 @@ Index
05 Error Metrics
06 Custom Kernels and Mean Functions
07 Sparse Multi Input
+08 Multi Likelihood Classification
Examples
diff --git a/docs/gpr/config.html b/docs/gpr/config.html
index a72721e6..c3b4fe3d 100644
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@@ -27,7 +27,7 @@ Module mogptk.gpr.config
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import torch
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def print_gpu_information():
"""
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def set_positive_minimum(val):
"""
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def use_cpu(n=None):
"""
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def use_double_precision():
"""
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def use_gpu(n=None):
"""
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def use_half_precision():
"""
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def use_single_precision():
"""
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class Config:
dtype = torch.float64
diff --git a/docs/gpr/index.html b/docs/gpr/index.html
index 4001d696..5ceb1a99 100644
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from .config import *
from .plot import plot_gram
diff --git a/docs/gpr/kernel.html b/docs/gpr/kernel.html
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@@ -27,7 +27,7 @@ Module mogptk.gpr.kernel
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import torch
import copy
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class AddKernel(Kernels):
"""
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class AutomaticRelevanceDeterminationKernel(MulKernel):
"""
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class Kernel:
"""
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@staticmethod
def average(X1, X2=None):
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@staticmethod
def distance(X1, X2=None):
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@staticmethod
def squared_distance(X1, X2=None):
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@property
def active_dims(self):
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def K(self, X1, X2=None):
"""
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def K_diag(self, X1):
"""
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def copy_parameters(self, other):
"""
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def iterkernels(self):
"""
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class Kernels(Kernel):
"""
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class MixtureKernel(AddKernel):
"""
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class MulKernel(Kernels):
"""
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