README.md in disco-0.1.2 vs README.md in disco-0.1.3
- old
+ new
@@ -242,23 +242,29 @@
```ruby
[{user_id: 1, item_id: 1, rating: 5}, {user_id: 2, item_id: 1, rating: 3}]
```
+Or a Rover data frame
+
+```ruby
+Rover.read_csv("ratings.csv")
+```
+
Or a Daru data frame
```ruby
Daru::DataFrame.from_csv("ratings.csv")
```
-## Faster Similarity [experimental]
+## Faster Similarity
If you have a large number of users/items, you can use an approximate nearest neighbors library like [NGT](https://github.com/ankane/ngt) to speed up item-based recommendations and similar users.
Add this line to your application’s Gemfile:
```ruby
-gem 'ngt', '>= 0.2.3'
+gem 'ngt', '>= 0.3.0'
```
Speed up item-based recommendations with:
```ruby