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pre-commit: Add codespell and other checks (#263)
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@@ -1,5 +1,3 @@
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from typing import Tuple
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import numpy as np
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from numpy.polynomial import Polynomial
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@@ -14,7 +12,7 @@ def mandelbrot(
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max_iterations: int = 100
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) -> np.array:
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"""
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From https://www.learnpythonwithrune.org/numpy-compute-mandelbrot-set-by-vectorization/.
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https://www.learnpythonwithrune.org/numpy-compute-mandelbrot-set-by-vectorization
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"""
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# To make navigation easier we calculate these values
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x_width, y_height = 1.5, 1.5 * height / width
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@@ -56,7 +54,7 @@ def julia(
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max_iterations: int = 100
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) -> np.array:
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"""
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From https://www.learnpythonwithrune.org/numpy-calculate-the-julia-set-with-vectorization/.
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https://www.learnpythonwithrune.org/numpy-calculate-the-julia-set-with-vectorization
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"""
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# To make navigation easier we calculate these values
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x_width, y_height = 1.5, 1.5 * height / width
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@@ -84,7 +82,7 @@ def julia(
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return div_time
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Range = Tuple[float, float]
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Range = tuple[float, float]
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def newton(
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@@ -96,7 +94,7 @@ def newton(
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xr: Range = (-2.5, 1),
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yr: Range = (-1, 1),
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max_iterations: int = 100
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) -> (np.array, np.array):
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) -> tuple[np.array, np.array]:
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""" """
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# To make navigation easier we calculate these values
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x_from, x_to = xr
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File diff suppressed because one or more lines are too long
@@ -42,7 +42,7 @@
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<p>
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Currently the <code>></code> symbol is being imported incorrectly as <code>&gt;</code> into the REPL's.
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In this app the <code>></code> symbol has been replaced with <code>().__gt__()</code> so you can run the code
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without issue. Ex: intead of <code>a > b</code>, you will see <code>(a).__gt__(b)</code> instead. <br>
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without issue. Ex: instead of <code>a > b</code>, you will see <code>(a).__gt__(b)</code> instead. <br>
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</p>
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<p>
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<py-script>import js; js.document.getElementById('python-status').innerHTML = 'Python is now ready. You may proceed.'</py-script>
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@@ -8,7 +8,7 @@ import numpy as np
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# cell
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from micrograd.engine import Value
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from micrograd.nn import MLP, Layer, Neuron
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from micrograd.nn import MLP
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print_statements = []
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@@ -43,7 +43,8 @@ def micrograd_demo(*args, **kwargs):
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random.seed(1337)
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# cell
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# An adaptation of sklearn's make_moons function https://scikit-learn.org/stable/modules/generated/sklearn.datasets.make_moons.html
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# An adaptation of sklearn's make_moons function
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# https://scikit-learn.org/stable/modules/generated/sklearn.datasets.make_moons.html
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def make_moons(n_samples=100, noise=None):
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n_samples_out, n_samples_in = n_samples, n_samples
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@@ -102,7 +103,7 @@ def micrograd_demo(*args, **kwargs):
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data_loss = sum(losses) * (1.0 / len(losses))
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# L2 regularization
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alpha = 1e-4
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reg_loss = alpha * sum((p * p for p in model.parameters()))
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reg_loss = alpha * sum(p * p for p in model.parameters())
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total_loss = data_loss + reg_loss
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# also get accuracy
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@@ -120,7 +121,7 @@ def micrograd_demo(*args, **kwargs):
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for k in range(20): # was 100
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# forward
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total_loss, acc = loss()
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total_loss, _ = loss()
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# backward
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model.zero_grad()
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@@ -146,7 +147,7 @@ def micrograd_demo(*args, **kwargs):
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Z = np.array([(s.data).__gt__(0) for s in scores])
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Z = Z.reshape(xx.shape)
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fig = plt.figure()
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_ = plt.figure()
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plt.contourf(xx, yy, Z, cmap=plt.cm.Spectral, alpha=0.8)
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plt.scatter(X[:, 0], X[:, 1], c=y, s=40, cmap=plt.cm.Spectral)
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plt.xlim(xx.min(), xx.max())
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@@ -1,6 +1,5 @@
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from datetime import datetime as dt
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from js import console
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from utils import add_class, remove_class
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tasks = []
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@@ -27,7 +26,8 @@ def add_task(*ags, **kws):
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tasks.append(task)
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# add the task element to the page as new node in the list by cloning from a template
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# add the task element to the page as new node in the list by cloning from a
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# template
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task_html = task_template.clone(task_id, to=task_list)
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task_html_content = task_html.select("p")
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task_html_content.element.innerText = task["content"]
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