exp1 readme

experiments/exp1/README.md

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+# Experiment 1
+
+This folder contains scripts to reproduce results on the first experiment. The scope of this 
+experiment is posteriors, biases, and calibration on toy ellipticities in the low noise setting. 
+
+The convergence tests are in the form of unit tests for this experiment in `test_convergence.py`
+
+## Scripts
+
+* `get_posteriors.sh`: Get 1000 shear posteriors using the slurm script.
+* `get_figures_shear.sh`: Obtain all relevant diagnostic plots and save to `figs` folder.