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yxlee245's Projects
aiap-week-1
AIAP Week 1 Assignment
app-iris-ml-react-fastapi
app-simple-counter
celery-test
coco-style-dataset-generator-gui
A simple GUI-based COCO-style JSON Polygon masks' annotation tool to facilitate quick and efficient crowd-sourced generation of annotation masks and bounding boxes. Optionally, one could choose to use a pretrained Mask RCNN model to come up with initial segmentations.
computing-using-python
Code listings from "The Practice of Computing using Python" by William Punch and Richard Enbody
datasciencecoursera
datasharing
The Leek group guide to data sharing
docker-react
ds-getting-cleaning-data
Coursera Assignment for "Getting and Cleaning Data" course, under "Data Science" specialization by John Hopkins University
exdata_plotting1
Plotting Assignment 1 for Exploratory Data Analysis
flight_analytics
Simple Analytics for Analytics on Flight Delays
iecoe-sg-technical-interview
This repository is designated for technical test for Data Scientist candidates.
introduction-to-java-programming
Codes from "Introduction to Java Programming" 10th edition by Y. Daniel Liang
introduction-to-statistical-learning
R Programming Codes in the textbook "An Introduction to Statistical Learning" by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani
kaggle-titanic
kaggle-whale-2018
CNN for Kaggle competition on Humpback Whale Identification
kubia-website-example
learning-decorators
Step by step code + examples of working with decorators in Python
look-ahead-time
Modelling and Simulation for Optimal Look-ahead Time, using Python 3
map
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
ml-powered-applications
Companion repository for the book Building Machine Learning Powered Applications
multi-docker
multi-k8s
ndsc-2019
Some of the stuff I did for the National Data Science Challenge 2019 organized by Shopee
node-with-react-fullstack
obj-det-metrics
programmingassignment2
Repository for Programming Assignment 2 for R Programming on Coursera
pytorch2tf
Repo to demonstrate conversion from PyTorch to TensorFlow
repdata_peerassessment1
Peer Assessment 1 for Reproducible Research
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