Billy Zhao's repositories
stanford-cs224n
Follow along of the cs224n course
YouTube-marketing-tool
Leverage the power of NLP and NLP to make writing YouTube description and tags eaiser
stanford-cs231n
follow along the cs231n computer vision course
Flask_template_auth_with_Dash
Flask_template_auth_with_Dash
jekyll-TeXt-theme
💎 🐳 A super customizable Jekyll theme for personal site, team site, blog, project, documentation, etc.
just-the-docs
A modern, high customizable, responsive Jekyll theme for documention with built-in search.
billlyzhaoyh.github.io
Personal Website
stochastic-compartmentmodel-prototype
Prototype code for the SEIR compartment model
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
stanford-cs224w
Follow along of stanford graph network course
NHS-disease-montitoring-forcasting
Leveraging NHS open sourced government data, monitor and forcast disease with some interesting analysis. The first version will be about Dementia
AI4G-ClimateChange
Collaboration repository that records the working progress of AI for Good Community #taskgroup4 Climate Change
SegNetFromScratch
Capstone project of Fast.ai course v3 https://course.fast.ai/
nmt
TensorFlow Neural Machine Translation Tutorial
WindfarmSiting
Codebase that accompanies the master's project Improving Onshore Windfarm Siting
StillGood
StillGood is building a computer vision model that classify food ingredients and suggest food recipes so that the food ingredients are all utilised
SudoCityMetroPirates
Overall winner of Sudo Smart City Hackathon 2019
Distributed-Medical-Record-with-TODAQ
Winner of the CBHACK 2019
superintendent
Practical active learning in python
wide_deep_model
Demonstration of a wide and deep model for nPlan's ML Paper Club
supervising-ui
Web UI for labelling dataset for supervised learning.
Experiment-with-Folium
Experiment with python.folium package with a toy dataset.
HighRes-net
Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition.
pandas-videos
Jupyter notebook and datasets from the pandas Q&A video series
SegmentExtraction
Segment Extraction part of the deep learning architecture
CalibratedModelBasedRL
Code for "Calibrated Model-Based Deep Reinforcement Learning", ICML 2019.
Coursera-test
coursera test repository
bayesian-machine-learning
Notebooks related to Bayesian methods for machine learning