Machine Learning

Stuff related to Machine Learning and Deep Learning:

• Compare multiple shallow ML models on sentimental classification task (Restaurent Reviews)
• Implement of VGG16 and apply it on CIFAR10
• Implement ResNet with an arbitrary n and apply it on CIFAR10 (https://arxiv.org/abs/1512.03385)
• Implement LSTM from scratch using NumPy and apply it on Vo Chong A Phu (https://www.imdb.com/title/tt2069105/)
• In progress: Implement ResNet150 and apply it on CIFAR100