👾 Algorithms
- First, read about the polis opinion matrix to understand the format of data Polis gathers from participants and provides in its export
- Dimensionality reduction 👾 Algorithms Polis uses:
- PCA
- UMAP
- UMAP explained: hghv ,mu4https://www.youtube.com/watch?v=G9s3cE8TNZo&ab_channel=MachineLearningDojowithTimScarfe
- Explanations of dimensionality reduction 👾 Algorithms:
- Clustering
- Explanations of clustering
- General summary statistics
- See: 🔬 Analysis
- "Does Polis use natural language processing (NLP)?"
- "No. The machine learning 👾 Algorithms run are solely run on the polis opinion matrix of agrees, disagrees and passes by participants on comments. Thus, Polis is language agnostic."