Deepirtools Alternatives
Similar projects and alternatives to deepirtools
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prince
:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA (by MaxHalford)
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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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keras
Discontinued Deep Learning for humans [Moved to: https://github.com/keras-team/keras] (by fchollet)
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SaaSHub
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better deepirtools alternative or higher similarity.
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[Q] PCA on an all-binary dataset?
Agreed, item response theory (IRT) would be a principled approach to use. I recently released a Python package called DeepIRTools that could be helpful here. It uses a deep learning approach to fit IRT models and provides a method for determining the latent dimensionality (i.e., how many "components" to retain). To get the dimension-reduced data (called embeddings in deep learning, factor scores in IRT, and components in PCA), you would just call model.scores(data).
Stats
Basic deepirtools repo stats
1
17
10.0
over 1 year ago
cjurban/deepirtools is an open source project licensed under GNU General Public License v3.0 only which is an OSI approved license.
The primary programming language of deepirtools is Python.
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