catsim VS deepirtools

Compare catsim vs deepirtools and see what are their differences.

catsim

Computerized Adaptive Testing Simulator (by douglasrizzo)
irt item-response-theory Cat computerized-adaptive-testing simulations assessment
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deepirtools

Deep learning-based estimation and inference for item response theory models. (by cjurban)
Deep Learning factor-analysis item-response-theory
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catsim deepirtools
1 1
117 17
- -
6.0 10.0
6 days ago over 1 year ago
Python Python
GNU Lesser General Public License v3.0 only GNU General Public License v3.0 only
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catsim

Posts with mentions or reviews of catsim. We have used some of these posts to build our list of alternatives and similar projects.

deepirtools

Posts with mentions or reviews of deepirtools. We have used some of these posts to build our list of alternatives and similar projects.
  • [Q] PCA on an all-binary dataset?
    1 project | /r/statistics | 26 Oct 2022
    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).

What are some alternatives?

When comparing catsim and deepirtools you can also consider the following projects:

vedo - A python module for scientific analysis of 3D data based on VTK and Numpy

prince - :crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

qmsolve - ⚛️ A module for solving and visualizing the Schrödinger equation.

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

algobot - Cryptocurrency trading bot with a graphical user interface with support for simulations, backtests, optimizations, and running live bots.

faceswap - Deepfakes Software For All

openff-evaluator - A physical property evaluation toolkit from the Open Forcefield Consortium.

transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Keras - Deep Learning for humans

keras - Deep Learning for humans [Moved to: https://github.com/keras-team/keras]

catsim vs vedo deepirtools vs prince catsim vs qmsolve deepirtools vs Pytorch catsim vs algobot deepirtools vs faceswap catsim vs openff-evaluator deepirtools vs transformers deepirtools vs Keras deepirtools vs keras