readme

Author: osofr

README.md

@@ -1 +1,61 @@
 # learning-to-learn-from-data
+
+Code for paper "Learning to learn from data: using deep adversarial learning to construct optimal statistical procedures". [[link](https://websitelinkhere)]
+
+## Environment
+We tested the code on
+- julia 0.7
+- Flux X.X
+- Knet X.X
+
+Other dependencies:
+- TBD
+
+### Installation
+
+Install the appropriate versions of Julia/Knet/Flux using the following instructions:
+```
+...to be addedd..
+```
+
+## 01_pointEstimation_basic
+```
+cd ...
+julia ...
+```
+Please see `01_pointEstimation_basic/...jl` for more options.
+
+## 02_pointEstimation_illPosed
+
+```
+cd ...
+julia ...
+```
+Please see `02_pointEstimation_illPosed/...jl` for more options.
+
+## 03_prediction_binary
+
+```
+cd ...
+julia ...
+```
+Please see `03_prediction_binary/...jl` for more options.
+
+## 04_prediction_cluster_GMM
+
+```
+cd ...
+julia ...
+```
+Please see `04_prediction_cluster_GMM/...jl` for more options.
+
+## 05_confidence_region_construction
+
+```
+cd ...
+julia ...
+```
+Please see `05_confidence_region_construction/...jl` for more options.
+
+## Citation
+If you use our code, please consider cite the following: *citation*.