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np.random.exponential(1.5)
bd_sim.simulate_tree()
extract_tree_statistics(tree)
self.assertTrue(all(np.isclose(x, results[0][0])
self.assertTrue(all(x > 1 for x in results[0])
self.assertEqual(results[1], 8)
self.assertTrue(results[2])
bd_sim.simulate_tree()
extract_tree_statistics(tree)
self.assertTrue(np.isclose(i, 1)
self.assertEqual(results[1], 3)
self.assertTrue(results[2])
test_nonconstant_yule_with_predictable_fitness(self)
check_fitness_values_as_expected(tree: nx.DiGraph)
tree.copy()
nx.dfs_edges(tree, source="0")
tree.out_degree(n)
np.random.exponential(scale)
bd_sim.simulate_tree()
extract_tree_statistics(tree)
self.assertTrue(all(np.isclose(x, results[0][0])
self.assertEqual(results[1], 8)
self.assertTrue(results[2])
check_fitness_values_as_expected(tree.get_tree_topology()
bd_sim.simulate_tree()
extract_tree_statistics(tree)
self.assertTrue(np.isclose(i, 0.6)
self.assertTrue(results[2])
check_fitness_values_as_expected(tree.get_tree_topology()
test_nonconstant_birth_death_with_variable_fitness(self)
np.random.exponential(scale)
np.random.exponential(0.6)
np.random.uniform()
np.random.uniform(-1, 1)
bd_sim.simulate_tree()
extract_tree_statistics(tree)
self.assertTrue(all(np.isclose(x, results[0][0])
self.assertEqual(results[1], 8)
self.assertTrue(results[2])
self.assertNotIn(2, tree.nodes)
self.assertNotIn(3, tree.nodes)
bd_sim.simulate_tree()
extract_tree_statistics(tree)
self.assertTrue(np.isclose(i, 3)
self.assertTrue(results[2])
self.assertNotIn(2, tree.nodes)
self.assertNotIn(3, tree.nodes)
unittest.main()
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TestConvertToParlaiFormat(unittest.TestCase)
test_convert(self)
testing_utils.tempdir()
os.path.join(tmpdir, 'parlai.txt')
open(fn)
f.readline()
f.readline()
f.readline()
f.readline()
f.readline()
f.readline()
f.readline()
f.readline()
f.readline()
f.readline()
TestVerifyData(unittest.TestCase)
test_verify_data(self)
VerifyData.main(task='integration_tests')
TestVacuum(unittest.TestCase)
test_vacuum(self)
testing_utils.tempdir()
os.path.join(tmpdir, 'model')
os.stat(model_file)
Vacuum.main(model_file=model_file)
os.stat(model_file)
os.path.exists(model_file + '.unvacuumed')
TestDetectOffensive(unittest.TestCase)
test_offensive(self)
TestParty(unittest.TestCase)
test_party(self)
Party.main(seconds=0.01)
TestDataStats(unittest.TestCase)
test_simple(self)
DataStats.main(task='integration_tests')
TestProfileTrain(unittest.TestCase)
test_cprofile(self)
testing_utils.tempdir()
os.path.join(tmpdir, 'model')
test_torch(self)
testing_utils.tempdir()
os.path.join(tmpdir, 'model')
test_torch_cuda(self)
testing_utils.tempdir()
os.path.join(tmpdir, 'model')
TestTokenStats(unittest.TestCase)
test_token_stats(self)
dict_report(TokenStats.main(task='integration_tests:multiturn')
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files (the "Software")
f_to_c(deg_f)