experiments

Experiments with Harmony

Factor loading

Can Harmony reproduce factor loadings from the SDQ? Attempting to reproduce factor loadings from the 5-factor model from Karlsson et al.

How does Harmony handle cultural concepts of distress such as kufungisisa (thinking too much) in Shona?

I had to use a Shona transformer model for this.

Harmony can now handle 8 languages (at least):

Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
.gitignore		.gitignore
AttemptToReproduceFactorLoadings.ipynb		AttemptToReproduceFactorLoadings.ipynb
Compare_RBC_CBCL_GOASSESS.ipynb		Compare_RBC_CBCL_GOASSESS.ipynb
Harmony - Sustainability Evaluation April 2023.pdf		Harmony - Sustainability Evaluation April 2023.pdf
Harmony - Sustainability Evaluation September 2023.pdf		Harmony - Sustainability Evaluation September 2023.pdf
Harmony_R_example.ipynb		Harmony_R_example.ipynb
LICENSE		LICENSE
Multilingual evaluation Turkish Arabic.ipynb		Multilingual evaluation Turkish Arabic.ipynb
Multilingual evaluation.ipynb		Multilingual evaluation.ipynb
Plot multilingual AUCs.ipynb		Plot multilingual AUCs.ipynb
README.md		README.md
Shona_transformer_model_Kufungisisa.ipynb		Shona_transformer_model_Kufungisisa.ipynb
Shona_transformer_model_Kufungisisa_vs_GHQ_12_Shona_Google_translated.ipynb		Shona_transformer_model_Kufungisisa_vs_GHQ_12_Shona_Google_translated.ipynb
ccd.png		ccd.png
ccd.webp		ccd.webp
csv_colab.png		csv_colab.png
harmony_wmd_experiment.ipynb		harmony_wmd_experiment.ipynb
journal.pone.0265481.t001.PNG		journal.pone.0265481.t001.PNG