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lappalainenjlappalainenj
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Moving config into package as recommended by setuptools for non-package
data files. https://setuptools.pypa.io/en/latest/userguide/datafiles.html
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‎config/network/connectome/connectome.yaml ‎flyvis/config/network/connectome/connectome.yaml

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‎config/network/dynamics/dynamics.yaml ‎flyvis/config/network/dynamics/dynamics.yaml

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type: PPNeuronIGRSynapses
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activation:
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activation:
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type: relu

‎config/network/edge_config/edge_config.yaml ‎flyvis/config/network/edge_config/edge_config.yaml

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- _self_
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- sign: sign
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- syn_count: syn_count
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- syn_strength: syn_strength
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- syn_strength: syn_strength

‎config/network/edge_config/sign/sign.yaml ‎flyvis/config/network/edge_config/sign/sign.yaml

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‎config/network/edge_config/syn_count/syn_count.yaml ‎flyvis/config/network/edge_config/syn_count/syn_count.yaml

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penalize:
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function: weight_decay
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kwargs:
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lambda: 0
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lambda: 0

‎config/network/edge_config/syn_strength/syn_strength.yaml ‎flyvis/config/network/edge_config/syn_strength/syn_strength.yaml

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‎config/network/network.yaml ‎flyvis/config/network/network.yaml

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‎config/network/node_config/bias/bias.yaml ‎flyvis/config/network/node_config/bias/bias.yaml

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‎config/network/node_config/node_config.yaml ‎flyvis/config/network/node_config/node_config.yaml

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defaults:
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- _self_
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- bias: bias
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- time_const: time_const
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- time_const: time_const

‎config/network/node_config/time_const/time_const.yaml ‎flyvis/config/network/node_config/time_const/time_const.yaml

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‎config/network/stimulus_config/stimulus_config.yaml ‎flyvis/config/network/stimulus_config/stimulus_config.yaml

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‎config/optim/optim.yaml ‎flyvis/config/optim/optim.yaml

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‎config/penalizer/penalizer.yaml ‎flyvis/config/penalizer/penalizer.yaml

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‎config/scheduler/scheduler.yaml ‎flyvis/config/scheduler/scheduler.yaml

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‎config/solver.yaml ‎flyvis/config/solver.yaml

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Example:
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Train a network for 1000 iterations (and add description 'test'):
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flyvis train_single \
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flyvis train-single \
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ensemble_and_network_id=0045/000 \
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task_name=flow \
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train=true \

‎config/task/task.yaml ‎flyvis/config/task/task.yaml

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