Top all-time · #20827
Jakob Aungiers
Personal blog · jakob-aungiers.com/articles/aaidata
Jakob Aungiers's personal blog at jakob-aungiers.com covers ai and data. Since 2016, 3 different Hacker News readers have linked it 7 times, most often “Multidimensional LSTM Networks to Predict Bitcoin Price”. No feed was found, so read it on the site itself.
Too few sampled comments (1) to say how often HN recommends it.?
Why HN links it
HN readers link this post on time series prediction with LSTM deep neural networks. One commenter used its approach for electricity load forecasting and reports LSTM beating ARIMA and TBATS.
Summarised by Claude from a sample of 1 HN comments that link here. Each comment is marked recommending, critical or neutral (citing without judging); how this works.
Most-linked posts?
- Multidimensional LSTM Networks to Predict Bitcoin Price2 people · 3 mentions · first linked 2017-07-15
- LSTM Neural Networks for Time Series Prediction2 people · 2 mentions · first linked 2016-12-26
What Hacker News says?
A year ago, the original blog post [1] (it was just recently updated, which is now the one linked here on HN) helped me on a semester thesis, where I quite successfully used LSTM for short-term electricity load forecasting, which also has very strong daily, weekly and seasonal patterns. I used multiple features/variables such as calendar and weather data and found the LSTM models to easily beat ARIMA/TBATS forecasts…
Comment linking /articles/a/LSTM-Neural-Network-for-Time-Series-Prediction
on “Time Series Prediction Using LSTM Deep Neural Networks”Submitted LSTM Neural Networks for Time Series Prediction as a story · 111 points
HN discussionSubmitted Multidimensional LSTM Networks to Predict Bitcoin Price as a story · 2 points
HN discussionSubmitted Why, at 26, I Am Quitting a 6 Figure Corporate Life to Leave the UK with No Plan as a story · 2 points
HN discussionSubmitted Multidimensional LSTM Networks to Predict Bitcoin Price as a story · 1 points
HN discussionSubmitted Multidimensional LSTM Networks to Predict Bitcoin Price as a story · 1 points
HN discussionSubmitted Installing TensorFlow Natively on Windows with GPU as a story · 1 points
HN discussion