Amit

Exercise 10 of Chapter 17 seems very interesting and relevant. Unfortunately, I have been struggling with it for quite some time. I pretrained around 15 different autoencoders on 40K+ CIFAR-10...

The book has the following code: ```python period = slice("2001", "2019") df_monthly = df.resample('M').mean() # compute the mean for each month rolling_average_12_months = df_monthly[period].rolling(window=12).mean() fig, ax = plt.subplots(figsize=(8, 4)) df_monthly[period].plot(ax=ax,...

In chapter 14, the following class is introduced: ```python class DepthPool(tf.keras.layers.Layer): def __init__(self, pool_size=2, **kwargs): super().__init__(**kwargs) self.pool_size = pool_size def call(self, inputs): shape = tf.shape(inputs) # shape[-1] is the number...

I am completely new to the material, so could be wrong, but I think the solution of exercise 10 has an issue. The solution presents the following function: ```python def...

Updated the getting started guide for next.js to take into account the breaking changes introduced in 0.8.0 per the [release note](https://github.com/themesberg/flowbite-react/releases/tag/flowbite-react%400.8.0). Also, added missing `"use client"` directives as without them...

callback-free-itx: Fixed $rollback and added $transaction

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This PR contains the following improvements: 1. Fixes the `$rollback` behavior Currently, the promise being rejected when calling `$rollback` is caught and ignored. This means the original target `txClient` is...