Software Open Access
Latent Dirichlet Allocation Coupled with Bayesian Time Series Analyses
Juniper L. Simonis;
Erica M. Christensen;
David J. Harris;
Renata Diaz;
Hao Ye;
Ethan P. White;
S. K. Morgan Ernest
Combines Latent Dirichlet Allocation and Bayesian Multinomial Time Series methods in a two-stage analysis to quantify dynamics in high-dimensional temporal data.
Files
(3.7 MB)
| Name | Size | |
|---|---|---|
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weecology/LDATS-v0.2.7.zip
md5:749e29413e19cec052993831d1bc9e3f |
3.7 MB | Download |
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| All versions | This version | |
|---|---|---|
| Views | 279 | 17 |
| Downloads | 30 | 5 |
| Data volume | 391.4 MB | 18.7 MB |
| Unique views | 231 | 16 |
| Unique downloads | 13 | 4 |
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- Publication date:
- March 18, 2020
- DOI:
-
- Keyword(s):
- ecology lda long-term parallel-tempering softmax time-series
- Related identifiers:
- Supplement to
- License (for files):
- MIT License