update varlingam and 0.1.3.7

Author: kunwuz

causallearn/search/FCMBased/lingam/var_lingam.py

@@ -253,14 +253,14 @@ def _estimate_var_coefs(self, X):
         # XXX: VAR.fit() is not searching lags correctly
         if self._criterion not in ['aic', 'fpe', 'hqic', 'bic']:
             var = VAR(X)
-            result = var.fit(maxlags=self._lags, trend='nc')
+            result = var.fit(maxlags=self._lags, trend='n')
         else:
             min_value = float('Inf')
             result = None
 
             for lag in range(1, self._lags + 1):
                 var = VAR(X)
-                fitted = var.fit(maxlags=lag, ic=None, trend='nc')
+                fitted = var.fit(maxlags=lag, ic=None, trend='n')
 
                 value = getattr(fitted, self._criterion)
                 if value < min_value:

setup.py

@@ -3,7 +3,7 @@
 with open('README.md', 'r') as fh:
     README = fh.read()
 
-VERSION = '0.1.3.6'
+VERSION = '0.1.3.7'
 
 setuptools.setup(
     name='causal-learn',