我尝试在我的 jupyternotebook 中运行 2019 年的一些代码。我遇到错误,不知道如何解决:
----> 8 import theano.tensor as T
...
File ~/my-jupyter-env/lib/python3.11/site-packages/theano/__init__.py:124
120 from theano.misc.safe_asarray import _asarray
122 from theano.printing import pprint, pp
--> 124 from theano.scan_module import (scan, map, reduce, foldl, foldr, clone,
125 scan_checkpoints)
127 from theano.updates import OrderedUpdates
129 # scan_module import above initializes tensor and scalar making these imports
130 # redundant
131
(...)
136
137 # import sparse
File ~/my-jupyter-env/lib/python3.11/site-packages/theano/scan_module/__init__.py:41
38 __copyright__ = "(c) 2010, Universite de Montreal"
39 __contact__ = "Razvan Pascanu <r.pascanu@gmail>"
---> 41 from theano.scan_module import scan_opt
42 from theano.scan_module.scan import scan
43 from theano.scan_module.scan_checkpoints import scan_checkpoints
File ~/my-jupyter-env/lib/python3.11/site-packages/theano/scan_module/scan_opt.py:60
57 import numpy as np
59 import theano
---> 60 from theano import tensor, scalar
61 from theano.tensor import opt, get_scalar_constant_value, Alloc, AllocEmpty
62 from theano import gof
File ~/my-jupyter-env/lib/python3.11/site-packages/theano/tensor/__init__.py:8
4 __docformat__ = "restructuredtext en"
6 import warnings
----> 8 from theano.tensor.basic import *
9 from theano.tensor.subtensor import *
10 from theano.tensor.type_other import *
File ~/my-jupyter-env/lib/python3.11/site-packages/theano/tensor/basic.py:20
17 from theano.gof import Apply, Constant, Op, Variable, ParamsType
18 from theano.gof.type import Generic
---> 20 from theano.scalar import int32 as int32_t
21 from theano.tensor import elemwise
22 from theano.tensor.var import (AsTensorError, TensorVariable,
23 TensorConstant, TensorConstantSignature,
24 _tensor_py_operators)
File ~/my-jupyter-env/lib/python3.11/site-packages/theano/scalar/__init__.py:3
1 from __future__ import absolute_import, print_function, division
----> 3 from .basic import *
5 from .basic_scipy import *
File ~/my-jupyter-env/lib/python3.11/site-packages/theano/scalar/basic.py:657
654 return shape_info
656 # Register C code for ViewOp on Scalars.
--> 657 theano.compile.register_view_op_c_code(
658 Scalar,
659 """
660 %(oname)s = %(iname)s;
661 """,
662 1)
665 bool = get_scalar_type('bool')
666 int8 = get_scalar_type('int8')
AttributeError: partially initialized module 'theano' has no attribute 'compile' (most likely due to a circular import)
在 readme.md 中据说它需要 Theano (1.0.0) 和 numpy (1.13.3)。 我应该将我的版本降级到这些版本才能运行它吗?我尝试过,但没有帮助。我听说 theano 现在已经死了,我看到很多错误,例如 theano 使用“collections”库中的“MlatbleMaps”,但现在由于一些更新,它应该是“collections.abc”。所以我尝试更改我的 theano 源代码中的这个集合错误,但现在我没有收到此错误。但我有错误,我不知道如何解决我在这里显示的问题。 那么我应该在代码或安装中更改哪些内容才能消除此错误?或者也许我应该做一些不同的事情来安全地运行theano,在2023年?我知道我可以使用tensorflow作为例子,但是这段代码很长,我不想重写它。
查看 PyPi 看起来他们更新了库以支持 Python 3.9,但您正在运行 Python 3.11,这可能会导致问题。
此外,如果您从他们的存储库中检查自述文件,确实会说:
MILA 将停止开发 Theano:https://groups.google.com/d/msg/theano-users/7Poq8BZutbY/rNCIfvAEAwAJ [2017 年 9 月 28 日]
您有两个选择: