Comments (9)
@soodoku I have updated the readme.md (9c702d7) .
Let me know if this clarifies (some of) your questions.
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additional contextual content in the notebooks was added in ed3fd13
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- fix the spellings etc. "employes" -> "employs" by using something like Grammarly
- it is good to provide some additional details of the models: what are the Xs (what units), how does train/test split happen, how does hyper-param tuning happen, etc. and useful to give baseline results from your core example model, linking to the data.
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grammarly used to fix typos in paper, docs, and readme in commit 120f1c5 and b279c48
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the readme.md file was updated in 0936a8a.
it contains now a link to the example data stored on Zenodo. The ROC curve based on the example data (as computed in the notebooks) is shown in the readme.md now.
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i have put more contextual info and explanations about the models in the notebooks with c458f92.
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thanks much @JannisHoch. I think it makes the package more usable more quickly. I am going to ping you again as I run my first model.
here's one portion that i am struggling w/ in the JOSS ms:
"CoPro is a novel, fully open, and extensible tool to combine the inter-disciplinary expertise required to make long-term projections of conflict risk associated with climatic and environmental drivers. "
I think that line is a bit vague. What is the precise value copro is providing is really useful to convey and something I have struggled to articulate. My hunch = "it is a python packages that makes it easier to build and validate models of how climate change predicts conflict locally. it makes it easier by providing some pre-packaged models that can work as starting points, some visualization functions, and ...." see if you can finish that and then put it in the paper and the readme.
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hi @soodoku, i have tried to make it clearer without being to specific on the technical details. see commit a31963e.
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looks good
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Related Issues (20)
- add post-processing HOT 1
- software installation/download --- JOSS HOT 9
- reproducibility --- JOSS HOT 1
- more click scripts via setuptools HOT 1
- add conflict at t-1 as sample data HOT 5
- log transform data HOT 1
- change ln of conflicts counts HOT 1
- restructure output folders HOT 1
- v0.0.8: adapt command line script HOT 1
- v0.0.8: update documentation
- v0.0.8: update example data
- keep scaler identical HOT 3
- BUG: folder name per clf in PROJ HOT 1
- test setting of output directory via command line
- not creating conflict file at last tstep
- compatible with migration tif-file files as input HOT 2
- Is it possible to also include cell with negative out migration (=in migration)?
- define output files HOT 1
- add feature importance HOT 1
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