readme updates

Makefile

@@ -1,4 +1,4 @@
-.PHONY: clean dirs virtualenv lint requirements push pull reproduce
+.PHONY: clean dirs virtualenv lint requirements push pull run
 
 #################################################################################
 # GLOBALS                                                                       #
@@ -44,9 +44,9 @@ push:
 pull:
 	dvc pull
 
-## Reproduce the DVC pipeline - recompute any modified outputs such as processed data or trained models
-reproduce:
-	dvc repro eval.dvc
+## run the DVC pipeline - recompute any modified outputs such as processed data or trained models
+run:
+	dvc repro dvc.yaml
 
 #################################################################################
 # PROJECT RULES                                                                 #

README.md

@@ -10,7 +10,7 @@ Instructions
 1. *Optional:* Run `make virtualenv` to create a python virtual environment. Skip if using conda or some other env manager.
     1. Run `source env/bin/activate` to activate the virtualenv. 
 1. Run `make requirements` to install required python packages.
-1. Process your data, train and evaluate your model using `dvc repro eval.dvc` or `make reproduce`
+1. Process your data, train and evaluate your model using `make run`
 1. When you're happy with the result, commit files (including .dvc files) to git.
  
 Project Organization