Yue Liang's repositories
Anomaly-Detection-IoT23
A research project of anomaly detection on dataset IoT-23
dogs-vs-cats
Kaggle competition dogs-vs-cats. Implemented Logistic Regression and InceptionV3 (transfer learning).
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.
Reinforcement-Learning-Based-on-Monte-Carlo-Method
This program is to solve the FrozenLake8x8 with the MC control method.
CartPole-v1
This program implemented CNN and Q Learning strategies for predicting the best left/right move for gym API CartPole-v1, and the goal is to achieve 200 frames before the pole fall down.
Data-Mining-on-Retail-Data
This program is to analyze the Online Retail dataset from UCI Machine Learning Repository