hand

venv/lib/python3.12/site-packages/jax/custom_derivatives.py

@@ -0,0 +1,37 @@
+# Copyright 2020 The JAX Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# Note: import <name> as <name> is required for names to be exported.
+# See PEP 484 & https://github.com/jax-ml/jax/issues/7570
+
+from jax._src.custom_derivatives import (
+  _initial_style_jaxpr,  # noqa: F401
+  _sum_tangents,  # noqa: F401
+  _zeros_like_pytree,  # noqa: F401
+  closure_convert as closure_convert,
+  custom_gradient as custom_gradient,
+  custom_jvp as custom_jvp,
+  custom_jvp_call_p as custom_jvp_call_p,
+  custom_vjp as custom_vjp,
+  custom_vjp_call_p as custom_vjp_call_p,
+  custom_vjp_primal_tree_values as custom_vjp_primal_tree_values,
+  CustomVJPPrimal as CustomVJPPrimal,
+  linear_call as linear_call,
+  remat_opt_p as remat_opt_p,
+)
+
+from jax._src.ad_util import (
+  SymbolicZero as SymbolicZero,
+  zero_from_primal as zero_from_primal
+)