catsim
deepirtools
catsim | deepirtools | |
---|---|---|
1 | 1 | |
117 | 17 | |
- | - | |
6.0 | 10.0 | |
7 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
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for my Psychology class I have to learn python and make an adaptive test in python, I already know C#(in context of Unity3d) can I learn Python and make the test in a week time or is that not feasible?
https://github.com/douglasrizzo/catsim could be a fun place to start.
deepirtools
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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).
What are some alternatives?
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]