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Topics: preprocessing

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3 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)

Language: Python
Topic: preprocessing
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1.sunlabuiuc / PyHealth

A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.

healthcare
data-mining
deep-learning
preprocessing
clinical-data
clinical-research
+14 more

Python MIT1.7K total848 forks

+127 stars

from 1,565 · score 4.85

2.KinWaiCheuk / nnAudio

Audio processing by using pytorch 1D convolution network

spectrogram-conversion-toolbox
pytorch
audio-processing
preprocessing
stft
melspectrogram
+4 more

Python MIT1.1K total97 forks

+17 stars

from 1,115 · score 2.89

3.AxeldeRomblay / MLBox

MLBox is a powerful Automated Machine Learning python library.

machine-learning
auto-ml
kaggle
deep-learning
stacking
pipeline
+14 more

Python Other license1.5K total272 forks

+13 stars

from 1,521 · score 2.64

Order: Attention Score

Most net stars gained in the window first. The score only puts this gain on a log scale, so the order is the order of the gain.

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Ranked by stars gained in the window. The score is the natural log of one plus that gain, so a repository's rank is exactly its star gain's rank.

score = log1p(net stars gained in the trailing T complete UTC days)

A repository is ranked only when its Star History covers every day of the window and its latest Observation is not missing.

The longest window is 180 days. Star History from the Repository Host goes back at most 180 days before a repository's first Observation. A longer window needs more days of Observations first. A repository younger than the window is not ranked in it.

The filters narrow the same eligible repositories. A repository matches the topics when it has any of them. Total stars is the count now. Last push and creation on the Repository Host count back from the start of today (UTC). The counts beside the languages, licenses, and topics include all ranked repositories in the window. A Category holds the repositories that its published rules match; see Categories.

Repositories enter the index from the Seed Dataset or by gaining stars faster than the published admission threshold, whatever their size. Admission is permanent, so an archived repository can still rank.

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