Change Log

[0.1.1] - 2024-02-21

[FIXED] Broken tests
[ADDED] test of both keras v3 and tf_keras implementation (when appropriate) (eg not for python 3.8 where keras v3 is not available)
[ADDED] automatic upload on pypi on new version

[BREAKING] refactoring of the code to use keras >= 3.0 (compatible with tensorflow, pytorch and jax) instead of the now deprecated "tensroflow.keras" It means that if you did from leap_net import Ltau you don't have to change anything. But if you did from leap_net.ltau import Ltau then you need to either do from leap_net import Ltau to use the version using keras >= 3 or from leap_net.tf_keras import Ltau for using the oldest (and deprecated) version of the leap_net using tensorflow keras.
[BREAKING] This is the same for the "kerasutils" module. Now you need to do from leap_net.tf_keras.kerasutils import XXX instead of from leap_net.kerasutils import XXX. This module has not been ported to keras >= 3.0 yet but will be in the short term.
[BREAKING] drop support of python 3.6 and 3.7

[IMPROVED] now the topo_vect_to_tau=from_list is also able to handle some topology when some elements are disconnected under some circumstances

[FIXED] a bug preventing the symmetry to be properly taken into account in ProxyLeapNet when "topo_vect_to_tau" was not "raw"
[FIXED] missing a copy when the "thermal_limit" was in the observation and used by the proxy (it was not copied and this caused some error with recent grid2op versions)

[BREAKING] refactoring the script names to be lower case (class names are still upper case, as in PEP convention)
[FIXED] The env parameters in "generate_data.py"
[ADDED] Different way to compute the tau vector in the ProxyLeapNet
[ADDED] agents that can change the topology (one substation, or 2 substations)
[ADDED] the mape_quantile loss function that computes the mape on only the highest value (in absolute value) of each columns.