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Deep Learning tutorials in jupyter notebooks.

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Bumps [numpy](https://github.com/numpy/numpy) from 1.13.1 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.1 to 2.7.2. Release notes Sourced from tensorflow's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...

dependencies

Added a Tensorflow implementation for Doc2Vec model

from keras.layers import Merge is decaperated for keras 2 . On using keras.layers.Concatenate gives an Assertion Error. Please help me with this.

!pip install gym !conda install -y JSAnimation

Why the input is forward padded? For e.g. 31, Aug 1986 Is there specific reason for that? What difference does it make to do padding before the input sequence instead...

Sorry, for opening on the issue page. Actually, this is not related to issue. But, I was wondering how we could enhance, "seq2seq" on Lesson:19. to Attention based LSTM. If...

Code: **Lesson 19 - Seq2Seq - Date translator - Solutions.ipynb** for epoch_i in range(epochs): start_time = time.time() for batch_i, (source_batch, target_batch) in enumerate(batch_data(X_train, y_train, batch_size)): _, batch_loss, batch_logits = sess.run([optimizer,...

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.1 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...

dependencies