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bluenote-1577 committed Aug 18, 2024
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# sylph-test - scripts for recreating results from sylph paper

In the scripts/* folder you will find a set of python scripts for recreating results from Fig.1, Fig.3, Fig. 4 from our paper. The notebooks will show how Figs. 2 and 5 were obtained. All intermediate results are already present in this directory except for the following:
In the scripts/* folder you will find a set of python scripts for recreating results from Fig.1, Fig. 2, Fig.3, Fig. 4, Fig. 6 from our paper. The notebooks will show how Figs. 2 and 5 were obtained. All intermediate results are already present in this directory except for the following:

For example, `python scripts/chng_between_sample.py` will regenerate the figures for the skin microbiome fungi result in our paper.

For files that are gzipped, you may have to ungzip.

### Fig. 1

* Look at `scripts/synthetic_pois_plot.py`

### Fig. 2

* Look at `profile_analysis.ipynb`
* Look at `profile_analysis.ipynb`.

### Fig. 3

* Look at `scripts/diagonal_ani_nn.py` and `scripts/mock_community_plot.py`
* `cd` into `real_gut_results_v0.5` and look at the `real_gut_results_v0.5/scripts` python scripts.

### Fig. 4

* Look at `scripts/diagonal_ani_nn.py` and `scripts/mock_community_plot.py`

### Fig. 5

* Look at `analysis.ipynb` for the MWAS statistical calculation and `scripts/manhat.py`.
* Look at `scripts/chng_between_sample.py` for the Chng et al analysis

### Fig. 5
### Fig. 6
* Look at `real_profile_analysis.ipynb`.

1. Python 3 with the following libraries:
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