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amit-github989's Projects

deep-belief-networks-in-pytorch icon deep-belief-networks-in-pytorch

The aim of this repository is to create RBMs, EBMs and DBNs in generalized manner, so as to allow modification and variation in model types.

hybrid_mrfo-obhsa icon hybrid_mrfo-obhsa

Hybrid (Strong) Wrapper Algorithm combining Manta-Ray Foraging Optimization and Opposition-Based Harmony Search.

k-means-gmm-and-reinforcement-learning icon k-means-gmm-and-reinforcement-learning

Implemeted a Q-learning algorithm to find a shortest path in a stochastic maze under a Reinforcement Learning context. Experimented with k-Means and EM algorithm to find data clusters.

leach icon leach

LEACH routing protocol in WSN

multi-armed-bandit icon multi-armed-bandit

Implementation of greedy, E-greedy and Upper Confidence Bound (UCB) algorithm on the Multi-Armed-Bandit problem.

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