Data Science Stack Exchange
Data Science Stack Exchange

Questions tagged [software-recommendation]

Recommendations for software or libraries.

35 questions
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7 answers

How to draw Deep learning network architecture diagrams?

I have built my model. Now I want to draw the network architecture diagram for my research paper. Example is shown below:
Muhammad Ali
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5 answers

Python library for segmented regression (a.k.a. piecewise regression)

I am looking for a Python library that can perform segmented regression (a.k.a. piecewise regression). Example:
Franck Dernoncourt
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7 answers

Sharing Jupyter notebooks within a team

I would like to set up a server which could support a data science team in the following way: be a central point for storing, versioning, sharing and possible also executing Jupyter notebooks. Some desired properties: Different users can access the…
Dror Atariah
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19
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2 answers

Multivariate linear regression in Python

I'm looking for a Python package that implements multivariate linear regression. (Terminological note: multivariate regression deals with the case where there are more than one dependent variables while multiple regression deals with the case where…
Franck Dernoncourt
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2 answers

Are there neural networks packages that use complex numbers?

Can you build complex (in terms of complex numbers) neural networks in Keras or Tensorflow or something similar? This would mean the inputs, weights, activation functions, and outputs would all potentially use complex numbers. I know this can be…
Gillespie
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9
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7 answers

Python library that can compute the confusion matrix for multi-label classification

I'm looking for a Python library that can compute the confusion matrix for multi-label classification. FYI: scikit-learn doesn't support multi-label for confusion matrix) What is the difference between Multiclass and Multilabel Problem
Franck Dernoncourt
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9
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5 answers

Convolutional Neural Networks in R

I don't see a package for doing Convolutional Neural Networks in R. Has anyone implemented this kind of algorithm in R?
Hack-R
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2 answers

Can I get numeric data from a color map?

In my class I often need to work with color map images. I would show the image and try to make inferences/observations about different subjects. Often times I need to actually quantify some aspects, but it is always very approximate and somehow…
terauser
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2 answers

Is there an alternative to nltk in golang?

Golang is one of my favourite languages and I want to use it for a personal NLP/ML project. Is golang's ecosystem good and rich enough for this? Is there an alternative package for nltk in golang?
Dariush
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5
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2 answers

Train-Test split for a recommender system

In all implementations of recommender systems I've seen so far, the train-test split is performed in this manner: +------+------+--------+ | user | item | rating | +------+------+--------+ | u1 | i1 | 2.3 | | u2 | i2 | 5.3 | | u1 |…
Qubix
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4 answers

What are the disadvantages of Azure's ML vs a pure code approach (R/SKlearn)

Good Day, Microsoft offers their Azure Machine Learning Platform: https://azure.microsoft.com/en-ca/services/machine-learning/ Azure Machine Learning is designed for applied machine learning. Use best-in-class algorithms and a simple drag-and-drop…
Reily Bourne
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4
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2 answers

Drawing Neural Network diagram for academic papers

Is there any tool that one can use to draw neural network architecture diagram for research papers? Example diagram:
yamini goel
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Do you need a virtual machine for data science?

I am brand new to the field of data science, want to break into it, and there are so many tools out there. These VMs have a lot of software on them, but I haven't been able to find any side-by-side comparison. Here's a start from my research, but…
user3659451
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Are there any good NLP APIs for comparing strings in terms of semantic similarity?

I want to create a chatbot which informs the user about traffic at the streets but not in real-time for the moment. I have created a small database with MySQL which has some data stored regarding traffic and I fetch them with a PHP script whenever…
Outcast
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Are there any very good APIs for matching similar images?

I am working with Python. I have 3000 thousands images of front-faced watches like the following ones: Watch1, Watch2, Watch3. I want to find an API which receives this collection of photos or even others taken under less ideal conditions (different…
Outcast
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