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- <main>
- <article id="content">
- <header>
- <h1 class="title"><code>utils</code> module</h1>
- </header>
- <section id="section-intro">
- <p>Short utility functions for use elsewhere</p>
- <details class="source">
- <summary>Source code</summary>
- <pre><code class="python">"""Short utility functions for use elsewhere"""
- import numpy as np
- def update_config(default, update):
- """Recursively updates a Python (configuration) dictionary"""
- for key in update:
- if isinstance(default[key], dict): #Recurse if it is a dictionary
- update_config(default[key], update[key])
- else: default[key] = update[key] #Simply copy the value otherwise
- def random_unit_vectors(size, mode='3D'):
- """Draws an array of size size corresponding to isotropically distributed
- random unit vectors (number of vectors, dimension). If mode is 2D, the
- vectors are instead distributed isotropically on the xy plane."""
- direction = np.random.normal(size=(size, 3))
- if mode == '2D': direction[:, -1] = 0
- return direction / np.linalg.norm(direction, axis=-1, keepdims=True)
- def cascade_round(arr):
- """Rounds the floats in an array to integers while preserving their total
- sum (as closely as possible). Follows the cascade rounding algorithm."""
- runningSurplus = 0
- for i in range(len(arr)):
- f = arr[i] + runningSurplus
- arr[i] = int(np.round(f))
- runningSurplus = f - arr[i]
- return arr</code></pre>
- </details>
- </section>
- <section>
- </section>
- <section>
- </section>
- <section>
- <h2 class="section-title" id="header-functions">Functions</h2>
- <dl>
- <dt id="utils.cascade_round"><code class="name flex">
- <span>def <span class="ident">cascade_round</span></span>(<span>arr)</span>
- </code></dt>
- <dd>
- <section class="desc"><p>Rounds the floats in an array to integers while preserving their total
- sum (as closely as possible). Follows the cascade rounding algorithm.</p></section>
- <details class="source">
- <summary>Source code</summary>
- <pre><code class="python">def cascade_round(arr):
- """Rounds the floats in an array to integers while preserving their total
- sum (as closely as possible). Follows the cascade rounding algorithm."""
- runningSurplus = 0
- for i in range(len(arr)):
- f = arr[i] + runningSurplus
- arr[i] = int(np.round(f))
- runningSurplus = f - arr[i]
- return arr</code></pre>
- </details>
- </dd>
- <dt id="utils.random_unit_vectors"><code class="name flex">
- <span>def <span class="ident">random_unit_vectors</span></span>(<span>size, mode='3D')</span>
- </code></dt>
- <dd>
- <section class="desc"><p>Draws an array of size size corresponding to isotropically distributed
- random unit vectors (number of vectors, dimension). If mode is 2D, the
- vectors are instead distributed isotropically on the xy plane.</p></section>
- <details class="source">
- <summary>Source code</summary>
- <pre><code class="python">def random_unit_vectors(size, mode='3D'):
- """Draws an array of size size corresponding to isotropically distributed
- random unit vectors (number of vectors, dimension). If mode is 2D, the
- vectors are instead distributed isotropically on the xy plane."""
- direction = np.random.normal(size=(size, 3))
- if mode == '2D': direction[:, -1] = 0
- return direction / np.linalg.norm(direction, axis=-1, keepdims=True)</code></pre>
- </details>
- </dd>
- <dt id="utils.update_config"><code class="name flex">
- <span>def <span class="ident">update_config</span></span>(<span>default, update)</span>
- </code></dt>
- <dd>
- <section class="desc"><p>Recursively updates a Python (configuration) dictionary</p></section>
- <details class="source">
- <summary>Source code</summary>
- <pre><code class="python">def update_config(default, update):
- """Recursively updates a Python (configuration) dictionary"""
- for key in update:
- if isinstance(default[key], dict): #Recurse if it is a dictionary
- update_config(default[key], update[key])
- else: default[key] = update[key] #Simply copy the value otherwise</code></pre>
- </details>
- </dd>
- </dl>
- </section>
- <section>
- </section>
- </article>
- <nav id="sidebar">
- <h1>Index</h1>
- <div class="toc">
- <ul></ul>
- </div>
- <ul id="index">
- <li><h3><a href="#header-functions">Functions</a></h3>
- <ul class="">
- <li><code><a title="utils.cascade_round" href="#utils.cascade_round">cascade_round</a></code></li>
- <li><code><a title="utils.random_unit_vectors" href="#utils.random_unit_vectors">random_unit_vectors</a></code></li>
- <li><code><a title="utils.update_config" href="#utils.update_config">update_config</a></code></li>
- </ul>
- </li>
- </ul>
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