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1. PyTorch-CNN-on-CIFAR10 PyTorch-CNN-on-CIFAR10 Public

   This is a Deep Learning model based on PyTorch. We train it for image classification on CIFAR10.

   Python 11 2

2. Calcium_model_explaining_refractory Calcium_model_explaining_refractory Public

   This repository contains the code for an astrocyte calcium signaling model that explains refractory period.

   MATLAB 5

3. LLM_for_Astrocytes LLM_for_Astrocytes Public

   This repository contains the code for customizing a large language model for astrocyte biology

   Python 5

4. Convolutional-neural-network-for-MNIST Convolutional-neural-network-for-MNIST Public

   I implement and train a convolution neural network from scratch in Python for the MNIST dataset (no PyTorch). I also write my own code for convolutions (e.g., do not use SciPy's convolution functi…

   Python 1

5. Fully-connected-neural-network-on-MNIST Fully-connected-neural-network-on-MNIST Public

   This neural network is written from scratch in Python for the MNIST dataset (no PyTorch). The neural network is trained on the Training Set using stochastic gradient descent.

   Python 1

6. Simulated-Annealing-in-Traveling-Salesman-Problem Simulated-Annealing-in-Traveling-Salesman-Problem Public

   This is the repository of the Simulated Annealing Part in Peng Cheng's Final Year Project

   Python 1