Merge pull request #18 from JuliaAI/dev

For a 0.2.3 release

Author: ablaom

.github/workflows/ci.yml

@@ -29,7 +29,7 @@ jobs:
         with:
           version: ${{ matrix.version }}
           arch: ${{ matrix.arch }}
-      - uses: actions/cache@v1
+      - uses: julia-actions/cache@v1
         env:
           cache-name: cache-artifacts
         with:

Project.toml

@@ -1,7 +1,7 @@
 name = "LearnTestAPI"
 uuid = "3111ed91-c4f2-40e7-bb19-7f6c618409b8"
 authors = ["Anthony D. Blaom <[email protected]>"]
-version = "0.2.2"
+version = "0.2.3"
 
 [deps]
 CategoricalArrays = "324d7699-5711-5eae-9e2f-1d82baa6b597"

README.md

@@ -8,4 +8,7 @@ machine learning and statistics
 [![Build Status](https://github.com/JuliaAI/LearnTestAPI.jl/workflows/CI/badge.svg)](https://github.com/JuliaAI/LearnTestAPI.jl/actions)
 [![codecov](https://codecov.io/gh/JuliaAI/LearnTestAPI.jl/graph/badge.svg?token=gCIQfDtzMt)](https://codecov.io/gh/JuliaAI/LearnTestAPI.jl)
 
-See [LearnAPI.jl](https://juliaai.github.io/LearnAPI.jl/stable/) for documentation. 
+This repo also provides some built-in learner implementations, for testing
+meta-algorithms, and to serve as exemplars.
+
+Documentation is [here](https://juliaai.github.io/LearnAPI.jl/stable/testing_an_implementation/) (embedded in the [LearnAPI.jl](https://juliaai.github.io/LearnAPI.jl/stable/) documentation).

src/learners/incremental_algorithms.jl

@@ -29,7 +29,7 @@ additional observations post facto: The following is equivalent to `d2 =
 predict(NormalEstimator(), vcat(y, ynew))`:
 
 ```julia
-update_observations(model, ynew)
+model = update_observations(model, ynew)
 d2 = predict(model)
 ```