Merge pull request #11 from MLToolkits/feat

test: add inem

Author: kankenny

Makefile

@@ -1,7 +1,10 @@
+SHELL := /bin/bash
+
 .PHONY: czc
 
 czc:
-	cz c && pre-commit run --all-files
+	cz c
+	pre-commit run --all-files
 
 .PHONY: deps
 
@@ -12,3 +15,8 @@ deps:
 	poetry install
 	poetry run pre-commit install
 	poetry env info
+
+.PHONY: activate
+
+activate:
+	source $$(poetry env info --path)/bin/activate

otk_interactive/otk.py

@@ -47,3 +47,12 @@ def interactive_embeddings(X, y, dims=2, embedding_type="tsne"):
     fig.update_layout(margin=dict(l=0, r=0, b=0, t=30))
 
     return fig
+
+
+if __name__ == "__main__":
+    from sklearn.datasets import load_digits
+
+    digits = load_digits()
+    X, y = digits.images, digits.target
+
+    fig = interactive_embeddings(X, y, 2, "t-SNE embedding")