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Paul Lo

[心得筆記] NeurIPS 2019 Conference (下)

上下集一共介紹了參加會議的所見所聞: 包括基本資訊和線上資源整理、介紹幾場喜歡的演講/論文、如何最大化效益的參與這樣的盛會、以及其他雜記和旅遊紀實 :P

Mar 5, 2020

[心得筆記] NeurIPS 2019 Conference (下)

Mar 5, 2020

[心得筆記] NeurIPS 2019 Conference (上)

介紹參加會議的所見所聞: 包括基本資訊和線上資源整理、介紹幾場喜歡的演講/論文、如何最大化效益的參與這樣的盛會、以及其他雜記和旅遊紀實 :P

Jan 16, 2020

[心得筆記] NeurIPS 2019 Conference (上)

Jan 16, 2020

Published in
Analytics Vidhya

Visualize multi-dimension datasets in a 2D graph using t-SNE (Airbnb bookings dataset as example)

Python / R code, time complexity, and use case of t-SNE model

Jan 15, 2020

Visualize multi-dimension datasets in a 2D graph using t-SNE (Airbnb bookings dataset as example)

Jan 15, 2020

Published in
Analytics Vidhya

[Time Series Forecast] Anomaly detection with Facebook Prophet

Anomaly detection with Prophet by adding functions to quickly experiment time windows, model parameters, and visualize outliers intuitively

Jan 1, 2020

[Time Series Forecast] Anomaly detection with Facebook Prophet

Jan 1, 2020

[note] Launch AWS EC2 instance for Kaggle competition

I had been using one single laptop — mid-2012 MBP for participating kaggle competitions for a while.

Apr 26, 2016

[note] Launch AWS EC2 instance for Kaggle competition

Apr 26, 2016

Apply Student’s t-test in SciPy to data science task

Preface

Mar 30, 2016

Apply Student’s t-test in SciPy to data science task

Mar 30, 2016

[note] Use t-SNE to visualize multi-dimension to 2D graph for an Airbnb dataset

t-Distributed Stochastic Neighbor Embedding (t-SNE)

Dec 24, 2015

[note] Use t-SNE to visualize multi-dimension to 2D graph for an Airbnb dataset

Dec 24, 2015

Use awk and grep to sum up columns in excel file

Story

Dec 16, 2015

Dec 16, 2015

[code] Compare two stocks by pyplot

One of my colleagues in my former company left the job then joined another company in the beginning of this year, and I found there is a…

Nov 29, 2015

[code] Compare two stocks by pyplot

Nov 29, 2015

Learning to be a good interviewer

I have been started to help our team recruit new developers recently, and I found that it’s not an easy task to identify a right candidate…

Jun 3, 2015

Learning to be a good interviewer

Jun 3, 2015

Paul Lo

Paul Lo

“I write, therefore I learn.” My interest (and job :) - Data Science, Engineering, Internet, Tech in the US 美國軟體業 My favorite readings:

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