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2626
2727- ** Interactive App** : Interactive tool for quick, in-depth data exploration.
2828
29- ## Background
29+ ### Background
3030
3131The Mapper algorithm is a well-known technique in the field of topological
3232data analysis that allows data to be represented as a graph.
4343| ![ Step 1] ( https://github.com/lucasimi/tda-mapper-python/raw/main/resources/mapper_1.png ) | ![ Step 2] ( https://github.com/lucasimi/tda-mapper-python/raw/main/resources/mapper_2.png ) | ![ Step 3] ( https://github.com/lucasimi/tda-mapper-python/raw/main/resources/mapper_3.png ) | ![ Step 2] ( https://github.com/lucasimi/tda-mapper-python/raw/main/resources/mapper_4.png ) |
4444| Chose lens | Cover image | Run clustering | Build graph |
4545
46- ## Citations
46+ ### Citations
4747
4848If you use ** tda-mapper** in your work, please consider citing both the
4949[ library] ( https://doi.org/10.5281/zenodo.10642381 ) , archived in a permanent
@@ -100,7 +100,7 @@ fig.show(config={'scrollZoom': True})
100100More examples can be found in the
101101[ documentation] ( https://tda-mapper.readthedocs.io/en/main/examples.html ) .
102102
103- ## Interactive App
103+ ### Interactive App
104104
105105You can explore a live demo of ** tda-mapper** directly on
106106[ Streamlit Cloud] ( https://tda-mapper-app.streamlit.app/ ) ,
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