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Alex Towell6d ago • 3 min read
Learning Fuzzy Logic: Automatic Rule Discovery Through Differentiable Circuits
Learning fuzzy membership functions and inference rules automatically through gradient descent on so...
#fuzzylogic#machinelearning#differentiableprogramming#softcircuits
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Alex Towell6d ago • 21 min read
Fuzzy Soft Circuits: Learning Fuzzy Rules from Data
What if fuzzy logic systems could discover their own rules? An interactive demo of differentiable fu...
#machinelearning#fuzzylogic#differentiableprogramming#interactive
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Alex Towell6d ago • 3 min read
fuzzy-logic-search: Query Documents with Fuzzy Logic
A framework for querying structured JSON documents using fuzzy logic, producing degree-of-membership...
#python#fuzzylogic#search#informationretrieval
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Alex Towell6d ago • 80 min read
Fuzzy Inference: Teaching Machines to Think in Shades of Grey
An interactive introduction to fuzzy logic inference, from single facts to LLM-generated knowledge b...
#fuzzylogic#inference#interactive#ai
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