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Is there any good alternative for Keras library?

I am currently using keras as a deep learning library on top of tensorflow. I just want to know is there any other library which is more efficient/easier than keras....

Asked on 01/07/2021 by Chinmay Kulkarni

4 answer

What is the correct way to use Active Learning on a huge and unbalanced text dataset?

I am working on a huge and unlabeled text dataset. It has over 30M lines (= sentences). We are trying to detect illegal sentences by analyzing 20 different legal issues...

Asked on 01/07/2021 by LexABzH

0 answer

Recommendation Systems User Profile Streaming Data on GCP

I have a recommendation system that recommends articles to different users. I am planning to provide the recommendations in an off-line fashion. Where I already have a table in BigQuery...

Asked on 01/06/2021

0 answer

When to use Standard Scaler and when Normalizer?

I understand what Standard Scalar does and what Normalizer does, per the scikit documentation: Normalizer, Standard Scaler. I know when Standard Scaler is applied. But in...

Asked on 01/06/2021 by Heisenbug

3 answer

What does $mathbf{w^Tx}+w_0$ graphically mean in the discriminant function?

I found a post explaining the discriminant function very detailed. But I am still confused about the function $g(mathbf{x})=mathbf{w^Tx}+w_0$ in 9.2 Linear Discriminant Functions and Decision...

Asked on 01/06/2021 by user8314628

2 answer

One hot encoding alternatives for large categorical values

I have a data frame with large categorical values over 1600 categories. Is there any way I can find alternatives so that I don't have over 1600 columns? I found...

Asked on 01/06/2021 by vinaykva

4 answer

Does this data work with Convolutional Neural Network

I have a data set of 900k+ row with each row consisting of a pattern (e.g. 1421143) and a result (flawed, good). Can I use the patterns in a...

Asked on 01/06/2021 by a.a

1 answer

Solve a regression equation algebraically in python

I fit a regression model using python statsmodels.formula.api package and obtain the coefficients/results. Here's the model:Price ~ Availability + Income + unemployment + labor_force + HHThe coefficients are:coef...

Asked on 01/06/2021

0 answer

How to tune parameters batch by batch?

As the title states, I am trying to cluster a huge dataset and cluster it by using sklearn.Birch to learn incrementally. If it's a small dataset, I could just use...

Asked on 01/06/2021 by yayaya

1 answer

On which data evaluate an object detection model ? (similar or real life data ?)

I'm training an object detection model (SSD300) to detect and classify body poses in thermal images. Even I have more than 2k different poses, the background does not change much...

Asked on 01/06/2021 by antoine Mathu

1 answer

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