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ThiamLee
Contributor
since ‎08-06-2026
6 hours ago

User Stats

  • 37 Posts
  • 0 Solutions
  • 42 Kudos given
  • 8 Kudos received

User Activity

Most of my time-series work hits the same wall. The models only learn from scenarios that already happened.Rare events barely show up in the training data. Demand spikes, stockouts, and extreme regimes are exactly the cases I care about. They are als...
Most time-series forecasting jobs do not come down to one model. Teams run N-BEATS, NHITS, LSTM, and GRU, then struggle to combine them well.I want to open a discussion on model synthesis. Not data cleaning. Not generative AI. I mean merging several ...
I’ve been exploring different approaches for building web applications that work with data-heavy workflows, and I recently came across Remix as an interesting option.What I like about Remix is its focus on server-side data loading, forms, and handlin...
Hey everyone!  I’m currently looking for some good tools for data analysis. If you have any recommendations, please share them with me. Would really appreciate it! 
Does anyone know a good tool thats can generate syenthetic time series-data from existing datasets?I am exploring options for data augmentation,testing and experimenting with different models.Open-source or commercial-both workWould love to hear, wha...