Yang Cheng's repositories
Actor-Critic-pytorch
Actor Critic model to play Cartpole game
Transition_based_dependency_parsing-pytorch
Transition-based neural dependency parser
recommendation-engine-using-social-graph
A graph-based food recommendation chatbot for Social Analytics Project
fruits_classification
Classify fruits using different algorithms and make a comparison
timeseries_prediction_LSTM
ime series prediction with LSTM in kears
Seq2seq-pytorch
A seq2seq chatbot model with attention mechanism
face_recognition
Face Recognition with OpenCV, CNN and KNN
RecNN-pytorch
Tree structured Recursive NN for sentiment analysis
GAN_MINIST_keras
Generate MINST digits with GAN in keras
natural_language_understanding
Natural Language Understanding with bidirectional LSTM
DQN-pytorch
DQN to play Cartpole game with pytorch
Image-Captioning-pytorch
Image captioning with attention in pytorch
Neural-Style-Transfer-pytorch
A fast nerual style transfer implementation with pytorch
reinforcement_learning_to_play_cartpole_game
A DQN model and an Actor-Critic model to play cartpole game
seq2seq_NMT_kerass
A sequence-to-sequence neural machine translation model
spell_correction_LSTM
A sequence-to-sequence model on spell correction using LSTM in keras.
verification_code_recognition
captcha generation using PIL and recognition using CNN on keras
Baidu_music_crawler
Crawl Baidu Music info, hot comments and download musics
DCGAN-pytorch
DCGAN MNIST with pytorch
image_captioning_keras
a simple image captioning demo
jobsdb_crawler_with_scrapy
Crawl jobs in Singapore using scrapy framework
labelme
Image Polygonal Annotation with Python (polygon, rectangle, line, point and image-level flag annotation).
mgcnn
Multi-Graph Convolutional Neural Networks
semantic_segmentation_SegNet
A keras implementation of SegNet to do semantic segmentation tasks
sentiment_analysis
Sentiment Analysis with CNN, RNN and VADER
text_generator_keras
Word-level vs. Character-level text generators
UNet_pytorch
This project implement a UNet for Semantic Segmentation using pytorch
word_embeddings
training word embedding with IMDB dataset on keras and visualization