remove backend to copulae

Author: dmey

environment.yml

@@ -35,7 +35,6 @@ dependencies:
   - scikit-video
   - scikit-image
   - tensorflow-gpu
-  - copulae
   - pip:
     - psychrolib
     - pyvinecopulib

synthia/__init__.py

@@ -1,6 +1,5 @@
 from .copulas.gaussian import GaussianCopula
 from .copulas.vine import VineCopula
-from .copulas.copulae import CopulaeCopula
 from .generators.copula import CopulaDataGenerator
 from .generators.fpca import FPCADataGenerator
 from .generators.mixed_fpca import MixedFPCADataGenerator

synthia/copulas/copulae.py

@@ -1,6 +1,5 @@
 import time
 import numpy as np
-import copulae
 import pyvinecopulib as pv
 
 import synthia as syn
@@ -24,10 +23,5 @@ def main():
     generator.generate(n_synthetic_samples)
     print(f'pyvinecopulib: {time.time() - t0}s')
 
-    t0 = time.time()
-    generator.fit(input_data, syn.CopulaeCopula(copulae.GaussianCopula))
-    generator.generate(n_synthetic_samples)
-    print(f'copulae: {time.time() - t0}s')
-
 if __name__ == '__main__':
     main()