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  1. GOSGD GOSGD Public

    Executed GOSGD: A Distributed Deep Learning Algorithms for an Image Classification Task- Distributed Optimization and Learning(DOL) Course Project

    Jupyter Notebook 2 1

  2. FedAvg-FedProx FedAvg-FedProx Public

    Implemented FedAvg & FedProx: Decentralized Optimization Algorithms for Neural Networks for an Image Classification Task- Distributed Optimization and Learning(DOL) Course Project

    Jupyter Notebook 2 2

  3. Multi-Agent-Bandit Multi-Agent-Bandit Public

    Compared Non-stationary Multi-armed Bandits in Single-Agent to Multi-Agents Scenarios- Distributed Optimization and Learning(DOL) Course Project

    Jupyter Notebook

  4. Understanding-NN Understanding-NN Public

    Replicated “Understanding Individual Neuron Importance Using Information Theory” paper. Information Theory and Learning Course Project.

    Jupyter Notebook 1

  5. Singular-Brain/BioLCNet Singular-Brain/BioLCNet Public

    BioLCNet: Reward-modulated Locally Connected Spiking Neural Networks

    Jupyter Notebook 5 1

  6. AI-Summer-School-2021-GroupB AI-Summer-School-2021-GroupB Public

    We share some useful notebooks and scripts here to start AI.

    Jupyter Notebook 1 3