Imbalanced-learn Alternatives
Similar projects and alternatives to imbalanced-learn based on common topics and language
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better imbalanced-learn alternative or higher similarity.
imbalanced-learn reviews and mentions
Posts with mentions or reviews of imbalanced-learn.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-26.
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What’s your approach to highly imbalanced data sets?
There's a pletora of undersampling and oversampling models you can try out. To avoid removing information form the dataset, you can focus on oversampling techniques. You can try imbalanced-learn or smote-variants. Given enough data, using fully synthetic data is also an option, you can check ydata-synthetic for it. Let us know how it turned out!
Stats
Basic imbalanced-learn repo stats
1
6,697
7.4
25 days ago
scikit-learn-contrib/imbalanced-learn is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of imbalanced-learn is Python.
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