Devam Ediyor

Fine tuning an LSTM Encoder-Decoder model for multi-step forecasting

I built an LSTM Encoder-Decoder model for multi-step forecasting, it is many to many, one feature only. it includes the timestamp and its value.

I used a sequential model with input, hidden, and output layers. I tried adding more hidden layers but it did not produce a good accuracy, If I increase the number of neurons, then the model gets nan in the training step, therefore, I'm using the model on lower neurons. I feed 240 timesteps in, and forecast 240 timesteps out (5 days) by single-shot predictions.

I need a professional in this field who can find out what is the problem in my implementation, so I can improve the forecasting accuracy in the long run.

The tasks of this job:

- Find out the logical error of the model, and fix it.

- Documentation/comments on each modification step.

- Error (MAE) allowed until 10% of the maximum value of the actual data.

you can find the script (implementation), and the data in the attached files.

Beceriler: Deep Learning, Machine Learning (ML), Yapay Zeka, Python

Müşteri Hakkında:
( 1 değerlendirme ) WETTEREN, Belgium

Proje NO: #33954981

Bu iş için 9 freelancer ortalamada €190 teklif veriyor

datascientist90

I'm a senior Python & ML developer and owner & founder of Dedeoglu Dev Company. Kindly send me a message to get in touch with me, Thanks, Yusuf.

€140 EUR in 7 gün içinde
(27 Değerlendirme)
6.3
lescaeric

Hi, nice to meet you. I am happy to bid on your project. I have read your job description carefully and I am interested in this project. I have more than 7 years of solid knowledge and practical experience in this fiel Daha Fazla

€200 EUR in 7 gün içinde
(16 Değerlendirme)
5.5
mykhailodew

⭐⭐⭐⭐⭐Python/ Machine Learning⭐⭐⭐⭐⭐ Hi, I checked your project detail and I am so happy to send application to your interesting project. I have good experience of 7+ years in this field and I have done many projects sim Daha Fazla

€150 EUR in 3 gün içinde
(31 Değerlendirme)
5.4
letshappy

i saw the attached file and i will find the issue and will fix this and will write the document as well, ready to start work now

€190 EUR in 4 gün içinde
(17 Değerlendirme)
5.3
rexzetsolutions

yeah im expert with the ML and DL and as i have check your attech zip code soi can fix that ready to start work from now

€500 EUR in 2 gün içinde
(15 Değerlendirme)
5.1
lethanhphong2605

Hi. Client... Nice to meet you. I saw project details and I am interested in your project. Also, I am expert in machine Learning programming. I am working in this this field for 5 years. I can finish your project pe Daha Fazla

€50 EUR in 3 gün içinde
(7 Değerlendirme)
2.9
(1 Yorum)
2.8
NEHABHAT92

Hi, I can create Fine tuning an LSTM Encoder-Decoder model for multi-step forecasting I am an experienced Web developer and work on crypto currency development and equipped with all the necessary skills to provide yo Daha Fazla

€140 EUR in 7 gün içinde
(1 Yorum)
2.0
grandfinness6

MASTERS IN COMPUTER SCIENCE GOOD IN PYTHON AND MACHINE LEARNING HELLO DEAR CLIENT I have gone through your project details, having all the required skills and VAST EXPERIENCE.I confirm to you that the project is doable Daha Fazla

€140 EUR in 4 gün içinde
(0 Değerlendirme)
0.0