add license comment to all files

sbi/__version__.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 VERSION = (0, 22, 0)
 

sbi/analysis/conditional_density.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Any, Callable, List, Optional, Tuple, Union
 from warnings import warn

sbi/analysis/plot.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 import collections
 from typing import Any, Callable, Dict, List, Optional, Tuple, Union

sbi/analysis/sensitivity_analysis.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 import logging
 from copy import deepcopy

sbi/analysis/tensorboard_output.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 """Utils for processing tensorboard event data."""
 
 import inspect

sbi/diagnostics/sbc.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 import warnings
 from typing import Callable, Dict, List, Sequence, Tuple, Union
 

sbi/inference/abc/abc_base.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 """Base class for Approximate Bayesian Computation methods."""
 
 import logging

sbi/inference/abc/mcabc.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 """Monte-Carlo Approximate Bayesian Computation (Rejection ABC)."""
 
 from typing import Any, Callable, Dict, Optional, Tuple, Union

sbi/inference/abc/smcabc.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 """Sequential Monte Carlo Approximate Bayesian Computation."""
 
 from typing import Any, Callable, Dict, Optional, Tuple, Union

sbi/inference/base.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from abc import ABC, abstractmethod
 from copy import deepcopy

sbi/inference/posteriors/base_posterior.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 import inspect
 from abc import ABC, abstractmethod

sbi/inference/posteriors/direct_posterior.py

@@ -1,5 +1,6 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Optional, Union
 
 import torch

sbi/inference/posteriors/importance_posterior.py

@@ -1,5 +1,6 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Any, Callable, Optional, Tuple, Union
 
 import torch

sbi/inference/posteriors/mcmc_posterior.py

@@ -1,5 +1,6 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from functools import partial
 from math import ceil
 from typing import Any, Callable, Dict, Optional, Union

sbi/inference/posteriors/rejection_posterior.py

@@ -1,5 +1,6 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from functools import partial
 from typing import Any, Callable, Optional, Union
 from warnings import warn

sbi/inference/posteriors/vi_posterior.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 import copy
 from copy import deepcopy

sbi/inference/potentials/base_potential.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from abc import ABCMeta, abstractmethod
 from typing import Optional
 

sbi/inference/potentials/likelihood_based_potential.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Callable, Optional, Tuple
 

sbi/inference/potentials/posterior_based_potential.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Callable, Optional, Tuple
 

sbi/inference/potentials/ratio_based_potential.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Callable, Optional, Tuple
 

sbi/inference/snle/mnle.py

@@ -1,6 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
-
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from copy import deepcopy
 from typing import Any, Callable, Dict, Optional, Union

sbi/inference/snle/snle_a.py

@@ -1,6 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
-
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Callable, Optional, Union
 

sbi/inference/snle/snle_base.py

@@ -1,6 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
-
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from abc import ABC
 from copy import deepcopy

sbi/inference/snpe/snpe_a.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 import warnings
 from copy import deepcopy

sbi/inference/snpe/snpe_b.py

@@ -1,6 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
-
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Callable, Optional, Union
 

sbi/inference/snpe/snpe_base.py

@@ -1,5 +1,6 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 import time
 from abc import ABC, abstractmethod
 from copy import deepcopy

sbi/inference/snpe/snpe_c.py

@@ -1,6 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
-
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Callable, Dict, Optional, Union
 

sbi/inference/snre/bnre.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Callable, Dict, Optional, Union
 
 import torch

sbi/inference/snre/snre_a.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Any, Callable, Dict, Optional, Union
 
 import torch

sbi/inference/snre/snre_b.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Callable, Dict, Optional, Union
 
 import torch

sbi/inference/snre/snre_base.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from abc import ABC, abstractmethod
 from copy import deepcopy
 from typing import Any, Callable, Dict, Optional, Union

sbi/inference/snre/snre_c.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Callable, Dict, Optional, Tuple, Union
 
 import torch

sbi/neural_nets/classifier.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Optional
 

sbi/neural_nets/density_estimators/base.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Optional, Tuple
 
 import torch

sbi/neural_nets/density_estimators/nflows_flow.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Tuple
 
 import torch

sbi/neural_nets/density_estimators/zuko_flow.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Tuple
 
 import torch

sbi/neural_nets/embedding_nets.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import List, Optional, Tuple, Union
 

sbi/neural_nets/flow.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from functools import partial
 from typing import List, Optional, Sequence, Tuple, Union

sbi/neural_nets/mdn.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Optional
 

sbi/neural_nets/mnle.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 import warnings
 from typing import Optional

sbi/samplers/importance/importance_sampling.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from math import sqrt
 from typing import Tuple
 

sbi/samplers/importance/sir.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Any, Callable
 
 import torch

sbi/samplers/mcmc/init_strategy.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Any, Callable
 

sbi/samplers/mcmc/slice_numpy.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 import os
 import sys

sbi/sbi_types.py

@@ -1,7 +1,6 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
 # under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
 
-
 from typing import NewType, Optional, Sequence, Tuple, TypeVar, Union
 
 import numpy as np

sbi/simulators/linear_gaussian.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 
 from typing import Tuple, Union

sbi/simulators/simutils.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 
 import contextlib

sbi/utils/analysis_utils.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Callable, Optional, Union
 

sbi/utils/conditional_density_utils.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from copy import deepcopy
 from typing import Callable, List, Optional, Tuple, Union

sbi/utils/get_nn_models.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Any, Callable, Optional
 from warnings import warn

sbi/utils/io.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 """Utility functions for input/output."""
 

sbi/utils/kde.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Optional, Union
 
 import numpy as np

sbi/utils/metrics.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 from typing import Any, Dict, Optional, Union
 

sbi/utils/posterior_ensemble.py

@@ -1,5 +1,5 @@
 # This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
-# under the Affero General Public License v3, see <https://www.gnu.org/licenses/>.
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
 
 import warnings
 from typing import List, Optional, Union

sbi/utils/potentialutils.py

@@ -1,3 +1,6 @@
+# This file is part of sbi, a toolkit for simulation-based inference. sbi is licensed
+# under the Apache License Version 2.0, see <https://www.apache.org/licenses/>
+
 from typing import Callable, Dict, Union
 
 import numpy as np