Questions tagged [ludwig]

The [ludwig] tag is used for questions concerning the open source toolbox built on top of TensorFlow to train and test deep learning models.

General
A new data type-based approach to deep learning model design that makes the tool suited for many different applications.

Flexible
Experienced users have deep control over model building and training, while newcomers will find it easy to use.

Extensible
Easy to add new model architecture and new feature data-types.

Understandable
Deep learning models internals are often considered black boxes, but we provide standard visualizations to understand their performances and compare their predictions.

Easy
No coding skills are required to train a model and use it for obtaining predictions.

Open
Ludwig is released under the open source Apache License 2.0.

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Uber Ludwig: Issue Making Predictions

I decided to mess with Uber Ludwig again. I wanted to make a simple demo using the python API that learns to add 1 to the input number. I have successfully produced a model, but the issue arises when predicting. I am running on the newest release…
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Deep learning model for text sequence matching

I'm trying to get into deep learning. I have this project in mind. Let's say I have a dataset that consists of two columns. Those columns are a list of interests of two matching people. It goes like this: "cars, psychology, politics" "beauty,…
user1743703
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How does Ludwig encode images

I’m looking to understand how Ludwig encodes images. Does it run the images through a pretrained model without running a loss or does it run a loss? If so, what type of loss is ran for a large feature set?
Jordan
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TypeError: 'Tensor' object is not callable Ludwig Uber

I'm new to Uber Ludwig, an I'm getting the error in the Title, The StackTrace is: Epoch 1 Training:…
Nimal
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Using Ludwig in Colab trying to figure out how to create a model_definition.yaml file inline for use in building a model

So the documentation provides that a model_definition.yaml file is required to train and test models in ludwig by Uber. I'm trying to use it on a custom dataset which I have a CSV file that was read into pandas as a dataframe as well. I tried to…
konsama
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How to display my realtime voice prediction in flask web without reload the page?

Because i want to create realtime face and voice recognition to lock the door using flask web app with ludwig toolbox. If i click the record button the webpage will record my voice for 1 sec and after that my voice will get predicted and display the…
Amto
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