def test_density_knotlocs(self, adata_cflare: AnnData):
g = GAMR(adata_cflare, knotlocs="density")
g.prepare(adata_cflare.var_names[0], "0", n_test_points=300).fit()
g.predict(level=0.95)
assert g.y_test.shape == (300,)
assert g.conf_int.shape == (300, 2)
def _create_gamr_model(_adata: AnnData) -> Optional[GAMR]:
try:
m = GAMR(_adata)
m.prepare(_adata.var_names[0], "0").fit()
m.predict(level=0.95)
return m
except:
return None