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Welcome to the Keras-users mailing list! Please use this forum to ask questions about Keras or share interesting work you've done with Keras.

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Carl Meijer

Jun 18

Gangplank: Exporting Keras Metrics to Prometheus

Prometheus is a popular software tool for monitoring and alerting. It can gather metrics from

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Gangplank: Exporting Keras Metrics to Prometheus

Prometheus is a popular software tool for monitoring and alerting. It can gather metrics from

Jun 18

Keras Team, Praveen Hosdrug4

Jun 13

Keras Community Meeting (11 AM PT, Friday June 13)

Just a reminder that we will be having the community meeting at 11am PST (~40 minutes from now).

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Keras Community Meeting (11 AM PT, Friday June 13)

Just a reminder that we will be having the community meeting at 11am PST (~40 minutes from now).

Jun 13

Peter Majewicz2

May 23

Denoising Diffusion Implicit Models Example Does not run

This between the compile and fit solves the error. model.build(input_shape=[(None, image_size,

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Denoising Diffusion Implicit Models Example Does not run

This between the compile and fit solves the error. model.build(input_shape=[(None, image_size,

May 23

Keras Team, … Praveen Hosdrug4

May 15

[action required] register for Keras 10-year Anniversary Party!

Congratulations to everyone! Greetings from India. On Thu, 15 May 2025 at 8:28 PM, Σωτήρης Γκούζιας

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[action required] register for Keras 10-year Anniversary Party!

Congratulations to everyone! Greetings from India. On Thu, 15 May 2025 at 8:28 PM, Σωτήρης Γκούζιας

May 15

Donatien Hainaut, … Rahul Reddy M.L4

Apr 21

scikit-learn wrappers

Try upgrading all the dependencies may be they are outdated. Just check On Monday, April 21, 2025 at

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scikit-learn wrappers

Try upgrading all the dependencies may be they are outdated. Just check On Monday, April 21, 2025 at

Apr 21

Fadi Badine, francois...@gmail.com3

Apr 15

Keras Hub's TensorFlow dependency

Thanks Francois! On Mon, 14 Apr 2025 at 21:16, francois...@gmail.com <francois...@gmail.com

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Keras Hub's TensorFlow dependency

Thanks Francois! On Mon, 14 Apr 2025 at 21:16, francois...@gmail.com <francois...@gmail.com

Apr 15

Monica Song3

Apr 4

Keras Community Meeting (11 AM PT, Friday April 6)

Hey all-- Thanks for joining! Here's the slide deck: https://docs.google.com/presentation/d/

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Keras Community Meeting (11 AM PT, Friday April 6)

Hey all-- Thanks for joining! Here's the slide deck: https://docs.google.com/presentation/d/

Apr 4

Nikola Savic

Mar 26

Proposal: Adding Model Interpretability & Explainability Library and/or Examples to Keras

Hello, Are there any plans on creating a model interpretability and explainability library for Keras?

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Proposal: Adding Model Interpretability & Explainability Library and/or Examples to Keras

Hello, Are there any plans on creating a model interpretability and explainability library for Keras?

Mar 26

Brihith Shenoy

Mar 14

Fine Tuning Keras-Facenet Model

So currently I am using a keras-facenet(tf) model for Face Recognition. I use a pretrained model to

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Fine Tuning Keras-Facenet Model

So currently I am using a keras-facenet(tf) model for Face Recognition. I use a pretrained model to

Mar 14

Brihith Shenoy

Mar 14

Keras Facenet Model Finetuning

So im using keras-facenet(tf) for face embedding extraction(512) currently im using the pretrained

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Keras Facenet Model Finetuning

So im using keras-facenet(tf) for face embedding extraction(512) currently im using the pretrained

Mar 14

Javier

Feb 19

Replace efficientnetv2 normalization layer

Hello, How can I replace the 'normalization' layer in order to update the imagenet mean and

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Replace efficientnetv2 normalization layer

Hello, How can I replace the 'normalization' layer in order to update the imagenet mean and

Feb 19

Monica Song (via Google Slides), Lance Norskog2

Feb 8

Presentation shared with you: "Feb 7th, 2025 Keras Community Meeting"

Ms. Song, You have shared the Edit link for this presentation. I cannot edit it, so Google Docs will

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Presentation shared with you: "Feb 7th, 2025 Keras Community Meeting"

Ms. Song, You have shared the Edit link for this presentation. I cannot edit it, so Google Docs will

Feb 8

Monica Song3

Feb 7

Keras Community Meeting (11 AM PT, Friday February 7)

Thanks all for joining today! The slides are available here. On Fri, Feb 7, 2025 at 10:43 AM Monica

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Keras Community Meeting (11 AM PT, Friday February 7)

Thanks all for joining today! The slides are available here. On Fri, Feb 7, 2025 at 10:43 AM Monica

Feb 7

Driaan Jansen

Feb 6

Inplace modification error during back propagation when training a stateful LSTM using PyTorch as backend

I'm trying to create a stateful LSTM model with Keras using PyTorch as the backend. However, I

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Inplace modification error during back propagation when training a stateful LSTM using PyTorch as backend

I'm trying to create a stateful LSTM model with Keras using PyTorch as the backend. However, I

Feb 6

Tex Cowboy

Feb 3

request help with error: AttributeError: 'SymbolicTensor' object has no attribute 'numpy'

Hi team, I trying to run the following sample code from https://keras.io/keras_hub/api/models/

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request help with error: AttributeError: 'SymbolicTensor' object has no attribute 'numpy'

Hi team, I trying to run the following sample code from https://keras.io/keras_hub/api/models/

Feb 3

permezel

Jan 30

save/restore

I am using the model described in https://keras.io/examples/generative/

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save/restore

I am using the model described in https://keras.io/examples/generative/

Jan 30

Denis Dal Soler

Jan 28

MinMaxScaler error

Hi I have the code below . When I run it gave me this error ValueError: Found array with 0 feature(s)

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MinMaxScaler error

Hi I have the code below . When I run it gave me this error ValueError: Found array with 0 feature(s)

Jan 28

Livio C., Samer Attrah3

Jan 22

Permutation-invariant loss function

It is not a difficult task, if you assign that to me I could help you with a function with this

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Permutation-invariant loss function

It is not a difficult task, if you assign that to me I could help you with a function with this

Jan 22

Clayton Little

Jan 22

Model Pruning in Keras 3.0

Hi all, is it possible to use pruning in Keras 3.0? It appears to me that the Tensorflow Model

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Model Pruning in Keras 3.0

Hi all, is it possible to use pruning in Keras 3.0? It appears to me that the Tensorflow Model

Jan 22

Edward Schwartz

Jan 14

RFC: Parameter Serving Training (PST)

We're considering adding Parameter Serving Training (PST) for the JAX backend in Keras. If that

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RFC: Parameter Serving Training (PST)

We're considering adding Parameter Serving Training (PST) for the JAX backend in Keras. If that

Jan 14

Fadi Badine, François Chollet3

Jan 9

HuggingFace stating a .keras file as unsafe

Thanks François!! On Thu, 9 Jan 2025 at 22:26, François Chollet <francois...@gmail.com>

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HuggingFace stating a .keras file as unsafe

Thanks François!! On Thu, 9 Jan 2025 at 22:26, François Chollet <francois...@gmail.com>

Jan 9

Nishant Ingle

12/16/24

Keras upgrade reduces accuracy drastically

Hello Team, I have trying to train a neural network on Keras 3. The code is part of a research paper

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Keras upgrade reduces accuracy drastically

Hello Team, I have trying to train a neural network on Keras 3. The code is part of a research paper

12/16/24

Nicky Mac, … Sitam Meur4

12/15/24

cannot import name 'ops' from 'keras' when importing keras_hub

So the concept of ops is actually from keras 3 version. As you say you are using the keras 2 version.

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cannot import name 'ops' from 'keras' when importing keras_hub

So the concept of ops is actually from keras 3 version. As you say you are using the keras 2 version.

12/15/24

Jeff Carpenter

12/13/24

Keras Community Meeting Calendar Change

Hi Keras Community, Just a heads up we moved the SIG Keras Community Meeting into its own Google

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Keras Community Meeting Calendar Change

Hi Keras Community, Just a heads up we moved the SIG Keras Community Meeting into its own Google

12/13/24

Monica Song3

12/6/24

Keras Community Meeting (11 AM PT, Friday December 6)

Thanks all for joining! Here are the slides from today's meeting. On Thu, Dec 5, 2024 at 4:19 PM

unread,

Keras Community Meeting (11 AM PT, Friday December 6)

Thanks all for joining! Here are the slides from today's meeting. On Thu, Dec 5, 2024 at 4:19 PM

12/6/24

hiran.park, … Denis Dal Soler3

11/27/24

LSTM-DNN network Architecture

Dear Samer as usual I found your flowchart very clear. Can you please exploding the connection

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LSTM-DNN network Architecture

Dear Samer as usual I found your flowchart very clear. Can you please exploding the connection

11/27/24

oldboy, … Nicky Mac5

11/27/24

Keras / Debian 12.8 / Tensorflow / Python library

I don't use anaconda environments so I generally struggle with dependency failures but they don

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Keras / Debian 12.8 / Tensorflow / Python library

I don't use anaconda environments so I generally struggle with dependency failures but they don

11/27/24

oldboy

11/25/24

Keras & Anaconda

Bonjour, j'essaie d'utiliser Anaconda + keras + tensorflow sous Debian 12.8. Y-a'il une

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Keras & Anaconda

Bonjour, j'essaie d'utiliser Anaconda + keras + tensorflow sous Debian 12.8. Y-a'il une

11/25/24

Denis Dal Soler2

11/13/24

LSTM Class - Keras.layers.lstm

Hi is there someone that can please explain me the architecture that this instruction makes (better

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LSTM Class - Keras.layers.lstm

Hi is there someone that can please explain me the architecture that this instruction makes (better

11/13/24

Denis Dal Soler, … Syed Abdul Qadir Gilani9

11/5/24

LSTM model

Respected Teacher, I hope you are doing well. My name is Syed, and I'm reaching out to offer my

unread,

LSTM model

Respected Teacher, I hope you are doing well. My name is Syed, and I'm reaching out to offer my

11/5/24