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Questions tagged [software-recommendation]

Recommendations for software or libraries.

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Is DataSpell super slow training models?

I am working on a project where I have to train a couple of models, from Random Forest Regressor to Hybrid CNN-LSTM models. I was using DataSpell for this, also using the GPU of my laptop for the ...
David C.'s user avatar
0 votes
1 answer
32 views

What's the best model choice for a non-linear regression task?

I have a dataset with the following format: Rows: 3700, float_columns: 17, int_columns: 2, categorical_columns: 12 Target Type: Continous, float My dataset is an insurance dataset that stores the ...
Connor's user avatar
  • 651
0 votes
0 answers
24 views

how to dynamically load pyinstaller executable to my python code

how to dynamically load pyinstaller executable I am restructuring my application, I want to give more developers the ability to contribute to the application development by allowing them to inject ...
Bashar Haddad's user avatar
0 votes
1 answer
33 views

Interactive Tree Builder

Where can I find a download link for the Interactive Tree Builder: https://orange.readthedocs.io/en/latest/widgets/rst/classify/interactivetreebuilder.html ? It is not available on the documentation ...
Ricardo Silva's user avatar
0 votes
0 answers
29 views

Data Science Communities for complete beginners

Any recommendation as to where i can join communities and forums so i can get to learn Data Science please? i am a total beginner and i'm having a hard time learning it alone.
Jibril Yahaya Jibril's user avatar
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0 answers
9 views

Recommendation for ML framework that allows running untrusted code to train models while maintaining data privacy?

We are a deep learning company looking to find a way to allow contractors to create and run training code that we can then run on private datasets, without giving the contractors access to all the ...
Claudiu's user avatar
  • 101
0 votes
0 answers
42 views

I need direction for a research project

I am new to machine learning so please bare with me. I'll try to keep this short and sweet. We are building a makeup simulation and recommendation system. My part is to recommend a makeup which is ...
ranul's user avatar
  • 11
0 votes
0 answers
2k 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 ...
talatccan's user avatar
  • 173
5 votes
2 answers
9k 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: ...
Qubix's user avatar
  • 175
4 votes
2 answers
12k 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:
yamini goel's user avatar
1 vote
1 answer
4k 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.
CyberPlayerOne's user avatar
2 votes
3 answers
1k 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 ...
Peter's user avatar
  • 7,526
0 votes
1 answer
57 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;) ...
Fedor Alexandrovich's user avatar
1 vote
0 answers
121 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 ...
Raj Mehta's user avatar
  • 129
1 vote
1 answer
131 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 ...
dsalfran's user avatar
3 votes
1 answer
1k 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 ...
Outcast's user avatar
  • 1,057
4 votes
4 answers
3k 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 ...
Outcast's user avatar
  • 1,057
10 votes
2 answers
11k 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 ...
Gillespie's user avatar
  • 202
7 votes
2 answers
4k 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, ...
terauser's user avatar
1 vote
1 answer
35 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....
Tobias B.'s user avatar
5 votes
4 answers
8k 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 ...
Reily Bourne's user avatar
2 votes
1 answer
176 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 ...
Icyblade's user avatar
  • 4,336
1 vote
2 answers
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 ...
Luke's user avatar
  • 58
2 votes
0 answers
171 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 ...
Steffen Moritz's user avatar
26 votes
7 answers
10k 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 ...
Dror Atariah's user avatar
198 votes
6 answers
369k 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:
Muhammad Ali's user avatar
  • 2,487
1 vote
1 answer
56 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 ...
Ted M.'s user avatar
  • 15
8 votes
2 answers
10k 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?
Dariush's user avatar
  • 183
9 votes
5 answers
10k 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?
Hack-R's user avatar
  • 1,919
2 votes
3 answers
431 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 ...
FraserOfSmeg's user avatar
9 votes
7 answers
16k 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 ...
Franck Dernoncourt's user avatar
1 vote
2 answers
171 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 ...
Vini's user avatar
  • 133
2 votes
2 answers
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 ...
Sreejithc321's user avatar
  • 1,920
19 votes
2 answers
34k 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 ...
Franck Dernoncourt's user avatar
27 votes
5 answers
40k 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:
Franck Dernoncourt's user avatar
0 votes
3 answers
293 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 ...
arschie's user avatar
  • 11
0 votes
1 answer
696 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 (...
Franck Dernoncourt's user avatar
2 votes
2 answers
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.
Franck Dernoncourt's user avatar
4 votes
2 answers
2k 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 ...
user3659451's user avatar