Commit 2ba74222 authored by Uwe Köckemann's avatar Uwe Köckemann
Browse files

Added jupyter notebook for MT intergraion

parent b255052b
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......@@ -14,6 +14,7 @@ class MovingTarget(ABC):
def __init__(self, ML, n=10):
self.n = n
self.ML = ML
self.y_k_history = []
def apply(self, args):
ml_problem = args[Symbolic("examples")]
......@@ -33,6 +34,7 @@ class MovingTarget(ABC):
y_k = self.ML.apply(ml_problem)
for i in range(0, self.n):
self.y_k_history.append(np.array(y_k.unpack()))
sat_C = self.check_constraints_ext(M, C, (d[0], np.array(y_k.unpack())))
if not sat_C:
......@@ -41,10 +43,10 @@ class MovingTarget(ABC):
self.m_beta(M, L, y_k, beta)
print("-------------------------")
z_k = self.solve_ext(M)
print(z_k)
ml_problem = self.assemble_ml_problem(ml_problem, z_k)
y_k = self.ML.apply(ml_problem)
print(y_k)
return y_k
@abstractmethod
def add_constraints(self, M, C, y_s):
......@@ -71,7 +73,6 @@ class MovingTarget(ABC):
"""Initialize external solver and return blank model."""
def convert_data(self, current):
print(current)
label = current[Symbolic('label')]
attributes = current[Symbolic('attributes')]
data = current[Symbolic('data')]
......
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