ManifoldLearning.md (465B)
1 # Manifold Learning 2 3 ML D5 4 5 **Definition:** Manifold learning is the process of mapping a higher dimensional object to a lower dimensional manifold. 6 7 Manifolds are representations of objects in higher dimensional space using lower dimensional space such that they still maintain attributes. This can be thought of like uv wrapping. 8 9 This is often used when projection would cause multiple layers of values to be projected into nearby values which can cause issues.