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AI Pool: softmax_cross_entropy_with_logits issue with keras

Link: https://ai-pool.com/d/softmax_cross_entropy_with_logits_issue_with_keras

I'm using Keras with TensorFlow backend and using cross-entropy as the loss function. I saw that TensorFlow requires pre softmax as an input for the loss, but I put the output of the softmax in
AI Pool: How to convert numbers to one hot vectors?

Link: https://ai-pool.com/d/how_to_convert_numbers_to_one_hot_vectors_

I want to train a Keras model and I use NumPy to convert numbers to a one-hot vector. why Keras does not provide the implementation inside the training process?...
AI Pool: How to freeze tensorflow graph partly?

Link: https://ai-pool.com/d/how_to_freeze_tensorflow_graph_partly_

Couldn't find a way to freeze the TensorFlow graph partly. I just need to freeze a part of the weights of the network....
AI Pool: Introduction of Fast Fourier Transformation (FFT)

Link: https://ai-pool.com/a/s/introduction-of-fast-fourier-transformation--fft

This article comprises of introduction to the Fourier series, Fourier analysis, Fourier transformation, why do we use it, an explanation of the FFT algorithm, and its implementation.
Python Software Foundation: The 2021 Python Language Summit: What Is the stdlib?

Link: http://feedproxy.google.com/~r/PythonSoftwareFoundationNews/~3/z8bYv7-CvBw/the-2021-python-language-summit-what-is.html

Brett Cannon gave a presentation at the 2021 Python Language Summit about the standard library in order to start a conversation about whether it's time to write a PEP that more clearly defines it. Wha
Python Software Foundation: The 2021 Python Language Summit

Link: http://feedproxy.google.com/~r/PythonSoftwareFoundationNews/~3/_-8J6H4Mr-o/the-2021-python-language-summit.html

Every year, a small group of core developers from Python implementations such as CPython, PyPy, Jython, and more come together to share information, discuss problems, and seek consensus in order to he
Zero to Mastery: Python Monthly 💻🐍 May 2021

Link: https://zerotomastery.io/blog/python-monthly-may-2021/?utm_source=python-rss-feed

18th issue of Python Monthly! Read by 20,000+ Python developers every month. This monthly Python newsletter is focused on keeping you up to date with the industry and keeping your skills sharp, withou
BreadcrumbsCollector: Debunking myth “I can’t properly test my project because it uses 3rd party API”

Link: https://breadcrumbscollector.tech/debunking-myth-i-cant-properly-test-my-project-because-it-uses-3rd-party-api/

Welcome to the second post from the GRASP series. GRASP stands for General Responsibility Assignment Software Principles. It is a great aid for Object-Oriented Design (but not really exclusive for OOP
Matthew Wright: How to iterate over DataFrame rows (and should you?)

Link: https://www.wrighters.io/how-to-iterate-over-dataframe-rows-and-should-you/

One of the most searched for (and discussed) questions about pandas is how to iterate over rows in a DataFrame. Often this question comes up right away for new users who have loaded some data into a D
Python Software Foundation: The 2021 Python Language Summit: The Challenges of Packaging Python for a Linux Distro

Link: http://feedproxy.google.com/~r/PythonSoftwareFoundationNews/~3/7TvPpM19_4Q/the-2021-python-language-summit_23.html

Matthias Klose gave a talk about the challenges of packaging Python for a Linux distribution at the 2021 Python Language Summit. He wanted to discuss:CPython sources and how they fit with Debian and U
Python Pool: Know Everything About PythonWin IDE

Link: https://www.pythonpool.com/pythonwin/?utm_source=rss&utm_medium=rss&utm_campaign=pythonwin

PythonWin is the name of the IDE (Interactive Development Environment) for the Windows extension. It gets installed by default whenever you install Python for windows extension.
Thus, for all the pyt
Mike Driscoll: PyDev of the Week: Jaime Buelta

Link: https://www.blog.pythonlibrary.org/2021/05/31/pydev-of-the-week-jaime-buelta/

This week we welcome Jaime Buelta (@jaimebuelta) as our PyDev of the Week! Jaime has written several books on automation with Python as well as on Docker. You can see some of his books over on Amazon.
Codementor: How to Make a Phone Call in Python Using Plivo’s Voice API

Link: https://www.codementor.io/nixon685/how-to-make-a-phone-call-in-python-using-plivo-s-voice-api-1if594f0d5

How to Make a Phone Call in Python Using Plivo’s Voice API
Real Python: Python News: What's New From May 2021?

Link: https://realpython.com/python-news-may-2021/

If you want to get up to speed on what happened in the world of Python in May 2021, then you’ve come to the right place to get your news!
May was a month of big events. The Pallets Projects, home to p
AI Pool: Save/Load tensorflow model

Link: https://ai-pool.com/d/save-load-tensorflow-model

What is the best way to save a TensorFlow model, so I can load it fastly and easily?...
AI Pool: Keras save and load model

Link: https://ai-pool.com/d/keras_save_and_load_model

How to save and load a Keras model? I am using Keras 2.*...
AI Pool: What is AVX Cpu support in tensorflow

Link: https://ai-pool.com/d/what_is_avx_cpu_support_in_tensorflow

I'm getting an error like this cpu_feature_guard.cc:137] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
what does it mean?...
AI Pool: Memory usage in keras

Link: https://ai-pool.com/d/memory_usage_in_keras

I'm using Keras 2.0 and can't use the GPU when my model is in the training process. It gives me out of memory. How can I use GPU during the training process?...