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Sunny Lin's Projects

aima icon aima

A repostory to realize some algorithms in Artificial Intelligence: a Modern Approach.

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

knn_scratch icon knn_scratch

The homework 01 of PRML and a realization and visualization of knn classifier.

llmstest icon llmstest

This is the program codes and data of a reasearch conducted by UCAS students in College English IV Course.

mlp_scra icon mlp_scra

The homework 02 of the PRML course: realization of a two-layer MLP, including numpy and torch version

mlp_scratch icon mlp_scratch

The second homework of PRML course for sophomores of the AI School, UCAS

ndsa icon ndsa

Notes for DSA of AI School, UCAS

sealgo icon sealgo

SEArch ALGOrithms utils like local search, global search, and-or search and so on.

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