Chat-GPT assists programming and debugging
Published:
How Chat-gpt from Open-AI going to affect our day-to-day work?
Blog posts
2023
2022
Tutorial for audio MNIST dataset
Published:
This is a tutorial for analyzing audio MNIST (digits) dataset
notes for deep one-class classification
Published:
Notes for reading paper: learning and evaluating representations for deep one-class classification link.
Predict unit-level LoS using time-series modelling
Published:
We propose to a dynamic, real-time, lightweight, end-to-end next day median ED-LoS prediction algorithm using time-series LSTM modelling. Similar method can be extended to unit-level KPI prediction.
Challenges in data labels
Published:
I here list some different challenges in data labels that I encountered in the past and ways to model them.
Reverse gradient searching for turning point
Published:
This note summerizes using a simple and efficient trick: reverse gradient searching for finding turning points in noisy cases.
2021
Time series clustering using tslearn
Published:
TSlearn package for classic timeseries clustering methods.
Notes from reading papers on SBM and GNN
Published:
Notes from reading papers about Stochastic Block Models and Graph Neural Networks
2020
Automatic python script start setup
Published:
A simple tutorial on how to host a python service on a server using bat script and task scheduler.
OMP for sparse signal recovery
Published:
Ortogonal Matching Pursuit for recovering sparse signals