tf2_course
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ageron
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
Bumps [requests](https://github.com/psf/requests) from 2.25.1 to 2.31.0. Release notes Sourced from requests's releases. v2.31.0 2.31.0 (2023-05-22) Security Versions of Requests between v2.3.0 and v2.30.0 are vulnerable to potential forwarding of Proxy-Authorization...
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Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.7.2 to 2.11.1. Release notes Sourced from tensorflow's releases. TensorFlow 2.11.1 Release 2.11.1 Note: TensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting...
Bumps [pillow](https://github.com/python-pillow/Pillow) from 9.0.1 to 9.3.0. Release notes Sourced from pillow's releases. 9.3.0 https://pillow.readthedocs.io/en/stable/releasenotes/9.3.0.html Changes Initialize libtiff buffer when saving #6699 [@radarhere] Limit SAMPLESPERPIXEL to avoid runtime DOS #6700 [@wiredfool]...
OK I hit the issue on `jupyter notebook`: ``` The 'kernel_spec_manager_class' trait of instance must be a type, but 'environment_kernels.EnvironmentKernelSpecManager' could not be imported ``` [Resolved](https://github.com/Cadair/jupyter_environment_kernels/issues/33) by `pip install environment_kernels`
The notebook on [low level TF API](https://github.com/ageron/tf2_course/blob/master/02_low_level_tensorflow_api.ipynb) needs major revision as TF 2.0 will at the very least discourages the use of globals through `tf.Variable` and very likely have already...
Hello, I'm one of the fans of Tensorflow-2 and have created a [repository](https://github.com/Amin-Tgz/Awesome-TensorFlow-2) to collect the best of resources available which use this version. Recently I saw your fantastic repository...
[The first notebook](https://github.com/ageron/tf2_course/blob/master/01_neural_nets_with_keras.ipynb) about 20% down has a cell with commented out call to `keras.utils.model_to_dot`, which doesn't seem to be available in TF 2.0. Possibly replace with [tf.keras.utils.plot_model](https://www.tensorflow.org/versions/r2.0/api_docs/python/tf/keras/utils/plot_model)?
**Issue Description:** Hello. I have discovered a performance degradation in the df.ewm function of pandas version 1.2.2 when ewm passed with times and it is so slow compared to ewm...
