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Documentation for v0.1 version (#199)

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* Adding Equations, solving typos
* improve _code.rst
* the team rst and restuctore index.rst
* fixing errors

---------

Co-authored-by: Dario Coscia <dariocoscia@dhcp-015.eduroam.sissa.it>
This commit is contained in:
Dario Coscia
2023-11-08 14:39:00 +01:00
committed by Nicola Demo
parent 3f9305d475
commit 8b7b61b3bd
144 changed files with 2741 additions and 1766 deletions
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43
tests/test_model/test_mionet.py
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@@ -14,59 +14,42 @@ def test_constructor():
branch_net1 = FeedForward(input_dimensions=1, output_dimensions=10)
branch_net2 = FeedForward(input_dimensions=2, output_dimensions=10)
trunk_net = FeedForward(input_dimensions=1, output_dimensions=10)
networks = {branch_net1 : ['x'],
branch_net2 : ['x', 'y'],
trunk_net : ['z']}
MIONet(networks=networks,
reduction='+',
aggregator='*')
networks = {branch_net1: ['x'], branch_net2: ['x', 'y'], trunk_net: ['z']}
MIONet(networks=networks, reduction='+', aggregator='*')
def test_constructor_fails_when_invalid_inner_layer_size():
branch_net1 = FeedForward(input_dimensions=1, output_dimensions=10)
branch_net2 = FeedForward(input_dimensions=2, output_dimensions=10)
trunk_net = FeedForward(input_dimensions=1, output_dimensions=12)
networks = {branch_net1 : ['x'],
branch_net2 : ['x', 'y'],
trunk_net : ['z']}
networks = {branch_net1: ['x'], branch_net2: ['x', 'y'], trunk_net: ['z']}
with pytest.raises(ValueError):
MIONet(networks=networks,
reduction='+',
aggregator='*')
MIONet(networks=networks, reduction='+', aggregator='*')
def test_forward_extract_str():
branch_net1 = FeedForward(input_dimensions=1, output_dimensions=10)
branch_net2 = FeedForward(input_dimensions=1, output_dimensions=10)
trunk_net = FeedForward(input_dimensions=1, output_dimensions=10)
networks = {branch_net1 : ['a'],
branch_net2 : ['b'],
trunk_net : ['c']}
model = MIONet(networks=networks,
reduction='+',
aggregator='*')
networks = {branch_net1: ['a'], branch_net2: ['b'], trunk_net: ['c']}
model = MIONet(networks=networks, reduction='+', aggregator='*')
model(input_)
def test_forward_extract_int():
branch_net1 = FeedForward(input_dimensions=1, output_dimensions=10)
branch_net2 = FeedForward(input_dimensions=1, output_dimensions=10)
trunk_net = FeedForward(input_dimensions=1, output_dimensions=10)
networks = {branch_net1 : [0],
branch_net2 : [1],
trunk_net : [2]}
model = MIONet(networks=networks,
reduction='+',
aggregator='*')
networks = {branch_net1: [0], branch_net2: [1], trunk_net: [2]}
model = MIONet(networks=networks, reduction='+', aggregator='*')
model(data)
def test_forward_extract_str_wrong():
branch_net1 = FeedForward(input_dimensions=1, output_dimensions=10)
branch_net2 = FeedForward(input_dimensions=1, output_dimensions=10)
trunk_net = FeedForward(input_dimensions=1, output_dimensions=10)
networks = {branch_net1 : ['a'],
branch_net2 : ['b'],
trunk_net : ['c']}
model = MIONet(networks=networks,
reduction='+',
aggregator='*')
networks = {branch_net1: ['a'], branch_net2: ['b'], trunk_net: ['c']}
model = MIONet(networks=networks, reduction='+', aggregator='*')
with pytest.raises(RuntimeError):
model(data)