Data Science Stack Exchange
Data Science Stack Exchange

Questions tagged [library]

22 questions
74
votes
7 answers

Open source Anomaly Detection in Python

Problem Background: I am working on a project that involves log files similar to those found in the IT monitoring space (to my best understanding of IT space). These log files are time-series data, organized into hundreds/thousands of rows of…
ximiki
  • 943
  • 1
  • 7
  • 15
27
votes
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
  • 5,862
  • 12
  • 44
  • 80
19
votes
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
  • 5,862
  • 12
  • 44
  • 80
9
votes
1 answer

Theano in deep learning research

How widely is Theano used in deep learning research? Is Theano a good start to learn the implementation of machine learning algorithms? Will learning the implementation of something like a feed forward network really help? Do graduate students…
Karthik Thiagarajan
3
votes
1 answer

Cuda's 'libcudaart.so' libraries cannot be loaded

I'm trying to run my tensorflow model (v2.4.1) in an AWS instance with CUDA drivers installed: nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2019 NVIDIA Corporation Built on Sun_Jul_28_19:07:16_PDT_2019 Cuda compilation tools, release…
Ilya R
  • 31
  • 1
  • 2
3
votes
1 answer

How to specify version for dependencies so that each one is compatible and stays within a size limit?

I am trying to deploy a web app to Heroku. The free tier is limited to 500 MB. I am using my resnet34 model as a .pkl file. I create model with it using the fastai library. This project requires torch and torchvision as dependencies. But not…
truth
  • 280
  • 1
  • 9
2
votes
0 answers

"Recursive ConvNets for Dummies" Library

I've look at the questions on here regarding the different python libraries around for deep learning and neural nets. They include: Keras Caffe Lasagne PyLearn2 Deepy Theano Torch My understanding is that Keras and Lasagne require the user to have…
Elliott Rogasik
  • 19
  • 1
2
votes
1 answer

alternatives to pyspark to query a csv file locally (no distributed computation needed)

I am reading a csv file with pyspark to extract some information from it. I am running pyspark locally and I do not need distributed computation. On the contrary I need some plotting library such as matplotlib to plot data. I know there are some…
Francesco Boi
  • 125
  • 5
2
votes
2 answers

Geospatial Social Network Analysis Visualization

I have a data set that keeps track of who referred someone to a program, and includes the geo coordinates of both parties for each record. What will be the best way to visualize this kind of data set? This visualization should also be able to use…
Jideobi Benedine Ofomah
  • 133
  • 4
2
votes
1 answer

General programs/libraries for studying user search behavior?

Are there any general open-source programs or libraries (e.g., a Python library) for analyzing user search behavior? By "search behavior", I mean a user's interaction with a search engine, such as querying, clicking relevant results, and spending…
Matt
  • 821
  • 1
  • 8
  • 12
2
votes
1 answer

K-Means clustering for mixed numeric and categorical data implementation in C#

I am a research scholar in data mining. I'm interested in C# implementation of K-Means clustering algorithm for mixed numeric and categorical data.
Muthu Kumar
  • 29
  • 2
1
vote
0 answers

anaconda change 'base' environment permanently to a different environment 'myenv' to startup at terminal openings

I would like to cahnge the 'base' install environemnt that inisiates when I start a terminal to an a diferent environment that i have created called 'myenv' anaconda evironment. I want that 'myenv' stats every thime wen I star the terinal. I have…
sogu
  • 145
  • 1
  • 1
  • 12
1
vote
0 answers

What are some useful but less known libraries when working with machine learning?

What are some useful but less-known python libraries when working with machine learning? For example, I saw these two libraries to help plot the ML plots. Yellowbrick: Machine Learning Visualization scikit-plot What are some other useful packages…
Aaqib
  • 11
  • 2
1
vote
2 answers

Benchmarks based on neural networks libraries to compare the performance between different GPUs

I am looking for benchmarks based on neural networks libraries (Theano/TensorFlow/Torch/Caffe/…) to compare the performance between different GPUs. I am aware of: https://github.com/jcjohnson/cnn-benchmarks (CNN in…
Franck Dernoncourt
  • 5,862
  • 12
  • 44
  • 80
1
vote
0 answers

Meta-learning libraries that work on Google Colab in 2025 (Python 3.11.11)?

learn2learn (https://github.com/learnables/learn2learn, https://pypi.org/project/learn2learn/, http://slack.learn2learn.net/) used to work just fine until 2024, but Google Colab seems to have updated its Python version to 3.11.11, which seems to…
Pablo Messina
  • 197
  • 1
  • 3
  • 11
1
2