mclevey / podlm

Probabilistic Opinion Dynamics with Language Models

mclevey/podlm Issues

Do we need MongoDB?
Updated 8 months ago
Add generic EDA as a pipeline step, can be customized in analyses
Updated 8 months ago
Finish refactoring the response time deltas code and add it to the pipeline
Updated 8 months ago1
Finish refactoring the similarities task and add it to the pipeline
Updated 8 months ago1
Write unit tests
Updated 8 months ago
Assess and potentially refactor `label_emotion_concepts`
Updated 8 months ago1
Use Dirichlet Process Bayesian Gaussian Mixture Models (DPBGMM) as clustering and representation models with BERTopic
Updated 8 months ago
Use Ollama for transformers
Updated 8 months ago
Consider alternative way of serializing topic models
Updated 8 months ago
Finish label_time_orientation
Updated 7 months ago
Improve processing time for transformer-based tasks
Updated 8 months ago
Add generic EDA task towards the end of the pipeline
Updated 8 months ago
Refactor anything in John's pipeline prototype that needs to be refactored
Updated 8 months ago1
Team discussion - what do we want to do with [deleted]?
Updated 8 months ago
Index new Reddit data or re-index everything from scratch
Updated 8 months ago
Add Unix Epoch stuff to timeseries module
Updated 8 months ago
Re-create the contents of my prototyping subdirectory
Updated 8 months ago
Create new private.yaml config file with es information
Updated 8 months ago
Include some kind of small testing / prototyping dataset in _import_ that does live in the repo to make local prototyping and development possible
Updated 8 months ago
Consider the extent to which we can use continuous integration tools, etc in this project
Updated 8 months ago
Generate network neighbourhoods for similarity comparisons using graph-tool
Updated 8 months ago
Migrate function from Nate to prepare data for time series analysis
Updated 8 months ago
Improve processing for date time data
Updated 8 months ago
Add matplitlib style file to podlm package for consistent aesthetics
Updated 8 months ago1
Add the LLM-based similarity analysis pipeline
Updated 8 months ago
Expand elasticsearch query function `search()`
Updated 8 months ago
Add topic model EDA code
Updated 8 months ago
Add burst detection and Bayesian change point analysis functionality to the time series module
Updated 8 months ago
refactor networks.py
Updated 8 months ago
Speed up podlm / text / transformer_entities()
Updated 8 months ago
Spacy is not reading V3 models anymore
Closed 8 months ago1