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Investment, Algorithm and Life Design.

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Recall-Oriented Understudy for Gisting Evaluation (ROUGE)

2023-2-11
| Algorithm
Introduction Recall-Oriented Understudy for Gisting Evaluation (ROUGE) is a set of evaluation metrics used to measure the quality of automatic summarization and machine translation outputs. ……

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Cluster-Based Local Outlier Factor

2022-11-2
| Algorithm
Cluster-Based Local Outlier Factor (CBLOF) is an unsupervised anomaly detection algorithm that identifies outliers in a dataset by taking into account the local density of points. ……

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Collaborative Task Management

2022-9-27
| Communication
Nowadays, we have jira and confluence to help us managing the task and actual works. ……

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Metric for hyperparamter search in Unsupervise Learning

2022-7-2
| Algorithm
Metrics Clustering is an unsupervised machine learning technique used to group similar data points together. ……

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Setting Bitbucket on Windows

2022-4-2
| Software
Recently, Bitbucket retired the simple password login via git-https. So we will need a ssh-key on it. ……

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Host Personal Chatgpt-ish Service on AWS

2021-8-1
| Software
AWS Lambda can be used to host a personal ChatGPT service, but it might not be the most suitable service for this use case. ……

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Blog Memo by Hugo with Typora

2021-8-1
| Software
In 2021, the blog is upgraded to Hugo + Typora. ……

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Buy a Condo in Singapore

2021-6-28
| Design Life
In short, my wife and I become PR in Singapore at May 2021. ……

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Modeling Uncertainty of ML Systems (01)

2021-4-27
| Algorithm
For model productization, evaluating the efficacy of the ML system is essential. ……

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Build a Simple Search System

2020-9-25
| Software
In 2020 Sep. I implemented a simple search system from scrach. ……

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Algorithm (8)
  • Top 10 Correlation Coefficient
  • Paper Summay on Aligning LLM with Self-Instruct
  • Paper Summay on Aligning LLM with Self-Instruct
  • Recall-Oriented Understudy for Gisting Evaluation (ROUGE)
  • Cluster-Based Local Outlier Factor
  • Metric for hyperparamter search in Unsupervise Learning
  • Modeling Uncertainty of ML Systems (01)
  • F1 Score on Multi Classes
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  • Collaborative Task Management
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  • Setting Bitbucket on Windows
  • Host Personal Chatgpt-ish Service on AWS
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