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Data Science : Recent Questions and Answers (Page 117)

Find answers to your questions about Data Science or help others by answering their Data Science questions.

How to update Tensorflow with Anaconda

I installed the packages for Tensorflow and Keras by using the Anaconda Packege installer (I have a separate environment for that). Unfortunately I can't use Tensorflow or Keras. When I...

Asked on 05/31/2021

0 answer

Categorical cross-entropy works wrong with one-hot encoded features

I'n struggling with categorical_crossentropy problem with one-hot encoding data. The problem is in unchanged output of code presenting below: ...

Asked on 05/31/2021 by Timofey

1 answer

Revenue Projection

Given that we haveMonthly revenue data for pass 3 years (36 rows of revenue)We have other data including economic indicators, industry indicators as well (other columns in the 36 rows)What...

Asked on 05/31/2021

1 answer

can I use t-sne or PCA to reduce number of classes?

I wanted to know if I can use t-sne or PCA to reduce the number of classes depending on the similarity between them. For example, if I have 100 ...

Asked on 05/31/2021

2 answer

Difference between rulefit & skope-rules Python Packages

RuleFit is an implementation of a rule-based prediction algorithm based on the rulefit algorithm from Friedman and Popescu (PDF). skope-rulesSkope-rules...

Asked on 05/31/2021

1 answer

CNN for ordinal classification

How do we design a CNN for ordinal classification? I am trying to analyze plant leaf images for diseases. I've got the disease type classification working. Now we need to...

Asked on 05/31/2021 by Dynamic Stardust

2 answer

How are batch gradients computed on embedding layers?

Consider the following model, which is more or less a 12-dimensional vector lookup table with 10 rows, initialized to all zeros.model = keras.models.Sequential()model.add(keras.layers.Embedding(input_dim=10, output_dim=12, embeddings_initializer=keras.initializers.zeros))model.compile(optimizer=keras.optimizers.SGD(),loss=keras.losses.MeanSquaredError())I simply want it to...

Asked on 05/31/2021 by Absox

0 answer

AzureML - How to add hidden layers in neural network

Another title of this question can be : AzureML - missing "custom definition script" in "Hidden layer specification" In AzureML modules - Two class neural network or multiclass neural network,...

Asked on 05/31/2021

0 answer

Classification of Orientation

I am using inertial sensors to capture motion from the wrist/ ankles of subjects and synthesising this data into a feature set to be able to classify the activity performed...

Asked on 05/31/2021

1 answer

English to "basic English" translation

I'd like to build something (ideally in Python) that can translate an English sentence into "basic" English. Are there any free/open-source tools/frameworks that can help? If not, what kind of...

Asked on 05/31/2021

0 answer

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