Questions tagged [software-recommendation]

Recommendations for software or libraries.

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votes
1answer
491 views

Should the type of Boolean categorical features be numerical or categorical after encoding?

There are categorical features which have two different value in my dataframe next to numerical features. I've converted these categorical values to 0 or 1. I will apply correalation elimination on ...
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2answers
797 views

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: ...
4
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2answers
3k views

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:
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0answers
55 views

What is the quality of the combination nteract & Julia?

What is the quality of the combination nteract & Julia, where nteract is desktop software supporting Jupyter Notebook, and where Julia is the high-performance dynamic programming language? Is it ...
1
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1answer
1k views

How to draw neural network diagrams with this particular style?

I would like to draw a neural network architecture with the follow style. Do you know which tool can be used to do this? The paper is Operation-aware Neural Networks for User Response Prediction.
2
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3answers
886 views

R Studio like editor for Python?

I hope this question is okay for the forum. I want to ask for your experiance with Python editors. Currently, I use VS-Code to work with Python. However, in R Studio I really appreciate that it ...
0
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1answer
42 views

Software for automated database processing

I faced a problem which I'd like to solve w/o any programming. And looking for a software to do this. I have a dataset, for example: (brand-id, brand-name, product-class-name;) ...
1
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0answers
74 views

Python, Tkinter, Application packaging and distributing with custom packages

I have built an application on Tkinter in Python 3 and I want to package that application with all the dependent packages. I would want to build the .exe application of my python script that installs ...
1
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1answer
117 views

Annotation tool for classification experiments

What tools are available that provide an interface to present text classification results? I need to keep and compare the results of different classification algorithms for unsupervised data. The tool ...
3
votes
1answer
528 views

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 ...
4
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4answers
2k views

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 ...
6
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2answers
7k views

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 ...
7
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2answers
1k views

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, ...
1
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1answer
26 views

Implementation of reliable rule learning

I want to perform "reliable rule learning", i.e. mining a set of rules with a very low number of false negatives. I recently read the paper "Reliable agnostic learning" by Kalai et al. (https://doi....
3
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2answers
5k views

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 ...
2
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1answer
166 views

Need some help on data mining platform recommendation

Currently I need one data mining platform (or solution) meets such requirements: Data Source I can import data from: CSV, MySQL, PostgreSQL, HDFS. Optional: NoSQL, MongoDB. Interface I can ...
1
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1answer
1k views

How to create a training set for sequence labelling

I have a bunch of unlabeled text data that I would like to hand label. Are there any tools out there that you can use to produce your own labels? Ideally it would show a sentence at a time and give me ...
2
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0answers
165 views

Tool for visualizing long time series data

I am searching for a software / tool / R package (any of these) that enables easy visualization of a time series. My problem is the following: I have a multiple time series with 7 attributes I want ...
23
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6answers
8k views

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 ...
132
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6answers
179k views

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:
1
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1answer
45 views

software for workflow integrating network analysis, predictive analytics, and performance metrics [closed]

I am hoping that there is some existing software for what I want to accomplish, as I'm not a big fan of reinventing the wheel. In general, I would like a software package that can serve as a workflow ...
8
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2answers
7k views

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?
8
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5answers
9k views

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?
2
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2answers
297 views

Is there an easy to use .net library for neural networks?

I know 'easy to use' is going to be subjective, so let me qualify the question a little. Is there a library or working scrap of code that I can essentially copy into my project, change the number of ...
9
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7answers
11k views

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 ...
1
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2answers
144 views

Dealing with big data

I am on a project dealing with a lot of data in the form of images and videos (Data related to wind engineering). My requirement is to build a predictive algorithm based on the data I have. I have ...
2
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2answers
1k views

Building Recommendation engine with Python

Which all are the equivalent or advanced libraries in Python for building recommendation systems like Mahout for Collaborative Filtering and Content Based Filtering ? Also is there a way to ...
14
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2answers
30k views

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 ...
18
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4answers
20k views

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:
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3answers
274 views

What commercial software should a data scientist purchase?

I am setting up a work computer and have free reign here. My typical go-to software packages are all freely available, such as Rstudio and Anaconda. I have thought about investing in commercial BI ...
0
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1answer
286 views

Python library to compute some metrics for multioutput-multiclass classification task

Is there any Python library that provides ready-to-use metrics to analyze the performance of a classifier for a multioutput-multiclass classification task? scikit-learn doesn't have this option yet (...
2
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2answers
3k views

Program to fine-tune pre-trained word embeddings on my data set

I am looking for a program that would allow me to fine-tune pre-trained word embeddings on my data set. Ideally, open source and working on Linux or Windows.
4
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2answers
767 views

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 ...