yliang725/Reinforcement-Learning-Based-on-Monte-Carlo-Method

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Updated over 3 years ago

yliang725/Reinforcement-Learning-Based-on-Monte-Carlo-Method

yliang725

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This program is to solve the FrozenLake8x8 with the MC control method.

Anomaly-Detection-IoT23

A research project of anomaly detection on dataset IoT-23

Jupyter Notebook

Image-Recognition-on-CIFAR-10-CIFAR-100-Caltech-101-Caltech-256-datasets

Image recognition on CIFAR 10, CIFAR 100, Caltech 101 and Caltech 256 datasets. With the implementation of WideResNet, InceptionV3 and DenseNet neural networks.

dogs-vs-cats

Kaggle competition dogs-vs-cats. Implemented Logistic Regression and InceptionV3 (transfer learning).

Jupyter Notebook