Removes testing code

.gitignore

@@ -64,7 +64,9 @@ db.sqlite3
 *.ipynb
 *.rdb
 .venv
+.env
 .idea
 djq
 node_modules
 /c.cache/
+/dq

dq/tasks.py

@@ -1,29 +0,0 @@
-import numpy
-
-from django_q.tasks import async_iter, result
-
-
-# the estimation function
-def parzen_estimation(x_samples, point_x, h):
-    k_n = 0
-    for row in x_samples:
-        x_i = (point_x - row[:, numpy.newaxis]) / h
-        for row in x_i:
-            if numpy.abs(row) > (1 / 2):
-                break
-        else:
-            k_n += 1
-    return h, (k_n / len(x_samples)) / (h ** point_x.shape[1])
-
-
-def parzen_async():
-    mu_vec = numpy.array([0, 0])
-    cov_mat = numpy.array([[1, 0], [0, 1]])
-    sample = numpy.random.multivariate_normal(mu_vec, cov_mat, 10000)
-    widths = numpy.linspace(1.0, 1.2, 100)
-    x = numpy.array([[0], [0]])
-    # async_task them with async_task iterable
-    args = [(sample, x, w) for w in widths]
-    result_id = async_iter(parzen_estimation, args, cached=True)
-    # return the cached result or timeout after 10 seconds
-    return result(result_id, wait=10000, cached=True)