How to Get a List of Email Addresses of Team Members in Microsoft TeamsMay 15, 2023 | 1 min read
Learn how to easily obtain a list of email addresses for team members.
Tuning Large Language Models with Reinforcement Learning on a Single GPUMarch 30, 2023 | 7 min read
A quick guide for RLHF using trlX, OPT-1.5B, and LoRA.
How to Increase Shared Memory in Vertex AI WorkbenchOctober 01, 2022 | 2 min read
If you want more shm in Workbench, specify shm size in the "Metadata" pane when creating a notebook.
Calculating Color Histogram of Image Tensor: OpenCV vs PyTorchAugust 10, 2022 | 3 min read
Two ways to calculate color histogram: OpenCV-based and PyTorch-based.
A Look Back at Deep Learning in 2021 (Application)January 03, 2022 | 4 min read
Let's look back at the updates in deep learning in 2021! This post covers four application projects worth checking out
Kaggle Competition Report: SETI Breakthrough ListenAugust 28, 2021 | 5 min read
The Kaggle SETI competition has ended. Did kagglers succeed in finding aliens? Let's see.
Stats with Python: Sample Correlation Coefficient is BiasedFebruary 24, 2021 | 6 min read
Is the sample correlation coefficient an unbiased estimator? No! This post visualizes how large its bias is and shows how to fix it.
Different Measures of Feature Importance Behave DifferentlySeptember 05, 2020 | 7 min read
This post compares the behaviors of different feature importance measures in tricky situations.
Ready Steady GO: Call Function Periodically With TimeoutAugust 16, 2020 | 1 min read
This is a golang sample code that calls some function periodically for a specified amount of time.
Count Page Views & Show Popular Posts in Gatsby BlogJune 21, 2020 | 5 min read
This post introduces how to count page views and show popular posts in the sidebar of Gatsby Blog. Google Analytics saves you the trouble of preparing databases and APIs.
Tiny Tips for Gatsby Incremental Builds on NetlifyMay 16, 2020 | 2 min read
Stuck in an error when enabling Gatsby incremental builds on Netlify? This post might help it.
PageRank Explained: Theory, Algorithm, and Some ExperimentsMarch 12, 2020 | 9 min read
How does Google's PageRank work? Its theory and algorithm are explained, followed by numerical experiments.