Remove notebooks

README.md

@@ -4,3 +4,13 @@ xi correlation method adapted for python
 ## What is pyxi?
 
 Pyxi is an implementation of the "xi" correlation metric described in Chatterjee, S. (2019, September 22). A new coefficient of correlation. [arxiv.org/abs/1909.10140](https://arxiv.org/abs/1909.10140). It is based off the R code mentioned in the paper: https://statweb.stanford.edu/~souravc/xi.R 
+
+
+```
+from pyxi.pyxi import Xi
+xi_obj = Xi([1, 2, 3], [1, 2, 3])
+correlation = xi_obj.correlation
+pvals = xi_obj.pval_asymptotic(
+        ties=False, nperm=1000)
+
+```