M. W. (Raymond) Kwok's repositories
forward_forward_algorithm
Implementation of Geoffrey Hinton's forward forward algorithm in tensorflow
transposed_convolution_in_numpy
Numpy implementation of transposed convolution as matrix multiplication
credit_default_risk
A model was built, given some credit user's data, to control loss in response to a recession forecast. Modeling rationale and action plans were presented in a report.
product_visual_search
Performing product photos search given a product photo
aboutme2
About me
chinese_nlp_annual_report
Baseline model of recognition of entities and their inter-relations for company annual reports in Chinese. Work flow, precisions, actionable presented.
cloudchamberdemo
demo cloud chamber tracks recognition with a retinanet model
data_preprocessing_enefit_data
Demo method chaining in data preprocessing of Pandas DataFrames
heuristic_learning_triplet_network
For the paper of my work in Heuristic Learning with Triplet Network for Flight Interlining Path-finding
music_tags
Write artist name and music title from the filename into the file's tags
searcherBackend
Mechanism for a search engine backed by inverted indexes (from using Lucene and Hadoop). Word embeddings and Snippet generation were used.
telecom_analysis
Data analysis and modeling for churning with a telecom dataset
trip_planning_recommender
A user-preference based recommender utilizing K-Means