rmwkwok Goto Github PK

aboutme

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

crawler

Multi-process crawler which extracts main content and sustain itself by extracting more links to crawl.

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.

data_preprocessing_enefit_data

Demo method chaining in data preprocessing of Pandas DataFrames

forward_forward_algorithm

Implementation of Geoffrey Hinton's forward forward algorithm in tensorflow

heuristic_learning_triplet_network

For the paper of my work in Heuristic Learning with Triplet Network for Flight Interlining Path-finding

machine_learning_exercises

music_tags

Write artist name and music title from the filename into the file's tags

product_visual_search

Performing product photos search given a product photo

rmwkwok.github.io

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

transposed_convolution_in_numpy

Numpy implementation of transposed convolution as matrix multiplication

trip_planning_recommender

A user-preference based recommender utilizing K-Means