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modAL-python/modAL
Broadcasting error in avg_score

I get the following error with avg_score multilabel strategy - File C:\Users\localuserSKSG\anaconda3\envs\alenv\lib\site-packages\modAL\models\base.py , line 175, in query query_result, query_metrics ...
  • shubhamgp47
  • 1
  • Opened 
    on Dec 3, 2024
  • #193

modAL-python/modAL
Still being maintained?

Hi, was just wondering if this project is still being actively maintained?
  • mseflek
  • Opened 
    on Nov 15, 2024
  • #192

modAL-python/modAL
Active Learning Yields Poor Results in Multi-Label Task

I am using modAL for an active learning project in multi-label classification. My implementation is in PyTorch, and I use DinoV2 as the backbone model. For the same dataset, I apply both active learning ...
  • shadikhamsehh
  • Opened 
    on Sep 10, 2024
  • #191

modAL-python/modAL
Support for pyspark.ml.classification estimators

Currently the library support sklearn (scikit-learn) estimators. How can I make it work for pyspark.ml.classification estimators. The example https://www.databricks.com/blog/2020/01/16/better-machine-learning-through-active-learning.html ...
  • peeyushsinghal
  • Opened 
    on Aug 8, 2024
  • #190

modAL-python/modAL
Some of the step tasks have been OOM Killed.

I am facing oom_kill event in StepId=866679.batch. Some of the step tasks have been OOM Killed. while using avg_confidence strategy for my multilabel dataset with around 38000 images of size 224. I use ...
  • shubhamgp47
  • Opened 
    on Jul 27, 2024
  • #189

modAL-python/modAL
Issue with Macro Average F1 Score in modAL for Multi-Class Classification

Hello, I am currently using the modAL library to develop active learning strategies. My project involves multi-class classification implemented with PyTorch, utilizing DinoV2 as the backbone model. I have ...
  • shadikhamsehh
  • Opened 
    on Jul 20, 2024
  • #188

modAL-python/modAL
Python

  • M-alt123
  • Opened 
    on Jul 7, 2024
  • #187

modAL-python/modAL
The installation guide in the docs is wrong

According to https://modal-python.readthedocs.io/en/latest/content/overview/Installation.html# you can install from pip this way: image This doesn t work anymore, and you need pip install modAL-python. ...
  • AndreaPi
  • 4
  • Opened 
    on Apr 30, 2024
  • #186

modAL-python/modAL
uncertainty query for 2d classifier output

Hello, Thank you a lot for developing modAL and making it available ! :pray: Though recently, I encountered an error and wonder if the proposed solution fits. While running this line learner.query(self.X_pool, ...
  • liednik
  • Opened 
    on Mar 13, 2024
  • #185

modAL-python/modAL
raise ImportError( ImportError: C extension: None not built. If you want to import pandas from the source directory, you may need to run 'python setup.py build_ext' to build the C extensions first.

I m encountering an ImportError when trying to import expected_error_reduction from modAL. The error message suggests that the version of pandas I have installed is incompatible with the version of numpy ...
  • rajeshkalakoti
  • Opened 
    on Mar 12, 2024
  • #184
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