Problemas con keras.api en el notebook de redes neuronales

[ferburs]

Error:
Using TensorFlow backend.
2021-12-01 19:53:52.739306: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
2021-12-01 19:53:52.739366: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.

ModuleNotFoundError Traceback (most recent call last)
/tmp/ipykernel_3692/1235889386.py in
----> 1 import keras
2 from keras.datasets import mnist
3 from keras import backend as K
4 import pandas as pd
5 import numpy as np

~/Escritorio/venv/lib/python3.8/site-packages/keras/init.py in
1 from future import absolute_import
2
----> 3 from . import utils
4 from . import activations
5 from . import applications

~/Escritorio/venv/lib/python3.8/site-packages/keras/utils/init.py in
24 from .layer_utils import get_source_inputs
25 from .layer_utils import print_summary
---> 26 from .vis_utils import model_to_dot
27 from .vis_utils import plot_model
28 from .np_utils import to_categorical

~/Escritorio/venv/lib/python3.8/site-packages/keras/utils/vis_utils.py in
5
6 import os
----> 7 from ..models import Model
8 from ..layers.wrappers import Wrapper
9

~/Escritorio/venv/lib/python3.8/site-packages/keras/models.py in
8 from .utils.generic_utils import has_arg
9 from .utils.generic_utils import to_list
---> 10 from .engine.input_layer import Input
11 from .engine.input_layer import InputLayer
12 from .engine.training import Model

~/Escritorio/venv/lib/python3.8/site-packages/keras/engine/init.py in
6 from .base_layer import Layer
7 from .network import get_source_inputs
----> 8 from .training import Model

~/Escritorio/venv/lib/python3.8/site-packages/keras/engine/training.py in
12 from .network import Network
13 from .base_layer import Layer
---> 14 from . import training_utils
15 from . import training_arrays
16 from . import training_generator

~/Escritorio/venv/lib/python3.8/site-packages/keras/engine/training_utils.py in
15 from .. import backend as K
16 from .. import losses
---> 17 from .. import metrics as metrics_module
18 from ..utils import Sequence
19 from ..utils import generic_utils

~/Escritorio/venv/lib/python3.8/site-packages/keras/metrics.py in
1848 import tensorflow as tf
1849 if tf.version >= '2.0.0':
-> 1850 BaseMeanIoU = tf.keras.metrics.MeanIoU
1851
1852

~/Escritorio/venv/lib/python3.8/site-packages/tensorflow/python/util/lazy_loader.py in getattr(self, item)
60
61 def getattr(self, item):
---> 62 module = self._load()
63 return getattr(module, item)
64

~/Escritorio/venv/lib/python3.8/site-packages/tensorflow/python/util/lazy_loader.py in _load(self)
43 """Load the module and insert it into the parent's globals."""
44 # Import the target module and insert it into the parent's namespace
---> 45 module = importlib.import_module(self.name)
46 self._parent_module_globals[self._local_name] = module
47

/usr/lib/python3.8/importlib/init.py in import_module(name, package)
125 break
126 level += 1
--> 127 return _bootstrap._gcd_import(name[level:], package, level)
128
129

ModuleNotFoundError: No module named 'keras.api'

[ferburs]

Solucion:

Desde entorno virtual = pip install "keras >= 2.6.0".

Empezo a correr bien el archivo hasta cierto punto que tiro: "module keras.optimizers has no attribute "SGD"

Para eso en la parte superior del archivo agregar: from tensorflow.keras import optimizers y cambiar la linea por optimizers.SGD

(lo mismo para otras fallas del mismo estilo con keras)