Ian Lai's repositories
Generative_Adversarial_Networks_PyTorch
(PyTorch) Implementations of GAN, Improved GAN, DCGAN, LAPGAN, and InfoGAN in PyTorch
Seq2seqAttn_ECM
(TensorFlow) Sequence to sequence with attention model, emotion regressor, and Emotional Chatting Machine.
Reinforcement_Learning_Project
(Keras) Use deep Q-learning to build two Gomoku (Five-in-a-Row) agents playing against each other.
Machine_Learning_and_Having_It_Deep_and_Structured
(Theano) Implementations about deep neural network, recurrent neural network, LSTM, and structured learining.
BerkeleyCS61B
Berkeley's CS 61B Data Structures (Josh Hug): Implementations of data structures and algorithms introduced in the course.
Machine_Learning_Techniques
Implementations and homeworks of two MOOCs courses (offered by Prof. Hsuan-Tien Lin)
tensorflow_activity_recognition
Sample codes and slides about the talk "Activity Recognition with TensorFlow" at Google Developer Groups DevFest Taipei 2016.
aaronyalai.github.io
Personal Webpage
TaipeiPy_201608
Talk topic: MoviePy - Automate Video Editing shared on Taipei Python User Group monthly meetup
Visual_Question_Answering
(Keras) Answer multiple choices questions based on corresponding images (VQA)