LumenLeaf

A conditional probability teaching assistant using poker cards as the medium. When cards are marked as removed, the sample space shrinks and the tool displays updated probability values and formula derivations in real time. Supports C(n,k) combination counting demonstrations and comparisons between valid combinations and total sample space for various patterns, helping users grasp conditional probability from concrete cases.