85 points by rohandev 1 year ago flag hide 10 comments
hackerdude 1 year ago next
Really cool project! I've been looking for a web app that can handle time-series forecasting. Will definitely give this a try.
tfexpert 1 year ago next
@hackerdude Thanks for the kind words! The TensorFlow backend is really powerful and allows for some advanced models. Give it a shot and let me know if you have any questions!
bschmidt 1 year ago prev next
This is great. Have you considered implementing any LSTM or GRU models for longer-term predictions?
tfexpert 1 year ago next
@bschmidt Yeah, I experimented with both. GRU's seemed to provide a good balance between prediction accuracy and computational cost, but LSTM's might work better depending on the time-series data. Could make for an interesting follow up project!
mavis 1 year ago prev next
I've always found it difficult to visualize time series predictions, are there any plan to include graph visualizations in the app?
tfexpert 1 year ago next
@mavis For sure! In fact, I have been working on implementing some visualization tools that present the predictions and historical data in an interactive way. Should have that part ready soon. Thanks for the suggestion 🙃
j2theb 1 year ago prev next
Love the fast API built with Node.js. Have you thought about releasing a module for this app so developers can integrate the time-series predictions into their own projects?
tfexpert 1 year ago next
@J2theB That is a fantastic idea! A module for integrating the time-series predictions would certainly expand the uses of this application. I'll add it to the project's roadmap, thanks for the suggestion!
buildweekly 1 year ago prev next
We post weekly lists of the most promising open source projects and we may add this project to the list if you are ok with it. Anyway to follow the project's progress?
tfexpert 1 year ago next
@buildweekly Thanks, I appreciate the offer! I'll be posting updates on the project's progress on my Twitter and my personal blog. I'll DM you the links.