Claire D. McWhite's starred repositories
transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
word2vec-graph
Exploring word2vec embeddings as a graph of nearest neighbors
natural-regex
Create regex from natural language
knowledge-neurons
A library for finding knowledge neurons in pretrained transformer models.
spark-social-science
Automated Spark Cluster Builds with RStudio or PySpark for Policy Research
alphafold_singularity
Singularity recipe for AlphaFold
mysql-dump-to-csv
Script to parse a mysql dump and generate CSVs for all of the tables in the dump
gnomad_python_api
🧬 gnomAD Python API is used to obtain data from gnomAD (genome aggregation database).
AdaptGauss
Multimodal distributions can be modelled as a mixture of components. The model is derived using the Pareto Density Estimation (PDE) for an estimation of the pdf. PDE has been designed in particular to identify groups/classes in a dataset. Precise limits for the classes can be calculated using the theorem of Bayes.