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L. Yihe's Projects

agents icon agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

art icon art

Adaptive Resonance Theory models

basic_functions icon basic_functions

Here I maintain a handful of basic Python 3 functions, that are useful in multiple projects of mine.

dartbrains icon dartbrains

This repository is a Python package with all of the functions and python libraries required for the Dartmouth fMRI Analysis Course taught by Prof Luke Chang, PhD.

herdedgibbs icon herdedgibbs

L. M. Wolf and M. Baum, "Deterministic Gibbs Sampling for Data Association in Multi-Object Tracking"

minerva icon minerva

A Python implementation of MINERVA, a memory system developed since 1980s by Hintzman, coworkers and followers.

neat icon neat

NEAT (NEural Analysis Toolkit)

pyesn icon pyesn

Echo State Networks in Python

sparse-evolutionary-artificial-neural-networks icon sparse-evolutionary-artificial-neural-networks

Always sparse. Never dense. But never say never. A repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

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