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Release v0.5.1
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66 changes: 33 additions & 33 deletions docs/data.html

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54 changes: 27 additions & 27 deletions docs/dataset.html
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Expand Up @@ -27,7 +27,7 @@ <h1 class="title">Module <code>mogptk.dataset</code></h1>
<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L1-L744" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L1-L744" class="git-link">Browse git</a>
</summary>
<pre><code class="python">import copy

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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L10-L33" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L10-L33" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def LoadCSV(filename, x_col=0, y_col=1, y_err_col=None, name=None, **kwargs):
&#34;&#34;&#34;
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L35-L128" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L35-L128" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def LoadDataFrame(df, x_col=0, y_col=1, y_err_col=None, name=None):
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L134-L744" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L134-L744" class="git-link">Browse git</a>
</summary>
<pre><code class="python">class DataSet:
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L329-L345" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L329-L345" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def aggregate(self, duration, f=np.mean):
&#34;&#34;&#34;
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L257-L281" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L257-L281" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def append(self, arg):
&#34;&#34;&#34;
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L283-L293" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L283-L293" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def copy(self):
&#34;&#34;&#34;
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L312-L327" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L312-L327" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def filter(self, start, end, dim=None):
&#34;&#34;&#34;
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L399-L419" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L399-L419" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get(self, index):
&#34;&#34;&#34;
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<details class="source">
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<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L609-L634" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L609-L634" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_bnse_estimation(self, Q=1, n=1000, iters=200):
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L443-L457" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L443-L457" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_data(self, transformed=False):
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L421-L441" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L421-L441" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_index(self, index):
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L360-L371" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L360-L371" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_input_dims(self):
&#34;&#34;&#34;
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L583-L607" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L583-L607" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_ls_estimation(self, Q=1, n=10000):
&#34;&#34;&#34;
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L386-L397" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L386-L397" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_names(self):
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L571-L581" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L571-L581" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_nyquist_estimation(self):
&#34;&#34;&#34;
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L373-L384" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L373-L384" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_output_dims(self):
&#34;&#34;&#34;
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L491-L504" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L491-L504" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_prediction_data(self):
&#34;&#34;&#34;
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L636-L663" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L636-L663" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_sm_estimation(self, Q=1, method=&#39;BNSE&#39;, optimizer=&#39;Adam&#39;, iters=200, params={}):
&#34;&#34;&#34;
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<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L475-L489" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L475-L489" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_test_data(self, transformed=False):
&#34;&#34;&#34;
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<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L459-L473" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L459-L473" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def get_train_data(self, transformed=False):
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<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L347-L358" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L347-L358" class="git-link">Browse git</a>
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<pre><code class="python">def has_test_data(self):
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L665-L705" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L665-L705" class="git-link">Browse git</a>
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<pre><code class="python">def plot(self, pred=None, title=None, figsize=None, legend=True, transformed=False):
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<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L707-L744" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L707-L744" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def plot_spectrum(self, title=None, method=&#39;ls&#39;, per=None, maxfreq=None, figsize=None, log=False, transformed=True, n=1001):
&#34;&#34;&#34;
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<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L506-L528" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L506-L528" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def set_prediction_data(self, X):
&#34;&#34;&#34;
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<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L530-L569" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L530-L569" class="git-link">Browse git</a>
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<pre><code class="python">def set_prediction_range(self, start, end, n=None, step=None):
&#34;&#34;&#34;
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<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/dataset.py#L295-L310" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/dataset.py#L295-L310" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def transform(self, transformer):
&#34;&#34;&#34;
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<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/gpr/config.py#L1-L73" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/gpr/config.py#L1-L73" class="git-link">Browse git</a>
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<pre><code class="python">import torch

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<summary>
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<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/gpr/config.py#L54-L67" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/gpr/config.py#L54-L67" class="git-link">Browse git</a>
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<pre><code class="python">def print_gpu_information():
&#34;&#34;&#34;
Expand All @@ -145,7 +145,7 @@ <h2 class="section-title" id="header-functions">Functions</h2>
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<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/gpr/config.py#L69-L73" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/gpr/config.py#L69-L73" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def set_positive_minimum(val):
&#34;&#34;&#34;
Expand All @@ -162,7 +162,7 @@ <h2 class="section-title" id="header-functions">Functions</h2>
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<summary>
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<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/gpr/config.py#L32-L39" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/gpr/config.py#L32-L39" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def use_cpu(n=None):
&#34;&#34;&#34;
Expand All @@ -182,7 +182,7 @@ <h2 class="section-title" id="header-functions">Functions</h2>
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<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/gpr/config.py#L26-L30" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/gpr/config.py#L26-L30" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def use_double_precision():
&#34;&#34;&#34;
Expand All @@ -199,7 +199,7 @@ <h2 class="section-title" id="header-functions">Functions</h2>
<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/gpr/config.py#L41-L52" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/gpr/config.py#L41-L52" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def use_gpu(n=None):
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Expand All @@ -223,7 +223,7 @@ <h2 class="section-title" id="header-functions">Functions</h2>
<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/gpr/config.py#L12-L18" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/gpr/config.py#L12-L18" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def use_half_precision():
&#34;&#34;&#34;
Expand All @@ -242,7 +242,7 @@ <h2 class="section-title" id="header-functions">Functions</h2>
<details class="source">
<summary>
<span>Expand source code</span>
<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/gpr/config.py#L20-L24" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/gpr/config.py#L20-L24" class="git-link">Browse git</a>
</summary>
<pre><code class="python">def use_single_precision():
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Expand All @@ -264,7 +264,7 @@ <h2 class="section-title" id="header-classes">Classes</h2>
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<summary>
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<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/gpr/config.py#L3-L9" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/gpr/config.py#L3-L9" class="git-link">Browse git</a>
</summary>
<pre><code class="python">class Config:
dtype = torch.float64
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2 changes: 1 addition & 1 deletion docs/gpr/index.html
Original file line number Diff line number Diff line change
Expand Up @@ -27,7 +27,7 @@ <h1 class="title">Module <code>mogptk.gpr</code></h1>
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<a href="https://github.com/GAMES-UChile/mogptk/blob/2fa11fc7a1bdecdbc55264de0d393dbe2844ccc6/mogptk/gpr/__init__.py#L1-L10" class="git-link">Browse git</a>
<a href="https://github.com/GAMES-UChile/mogptk/blob/5cd0869404b4ae3ea99d74e11d39e6b2938fb9f3/mogptk/gpr/__init__.py#L1-L10" class="git-link">Browse git</a>
</summary>
<pre><code class="python">from .config import *
from .plot import plot_gram
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