TOTEM: Tokenized Time Series Embeddings
Budget: ₹1,000 – ₹2,000 INR
I'm looking for a talented data scientist or machine learning engineer to develop a general model, TOTEM, for handling multiple time-series datasets.
Here is the research paper link : https://arxiv.org/pdf/2402.16412
and a Github link : https://github.com/SaberaTalukder/TOTEM/tree/master
The model should be able to:
- Handle a variety of time-series datasets including financial data, sensor data and medical data.
- Create tokenized embeddings for efficient and effective time series analysis.
- Predict future values, detect anomalies and classify data patterns.
The ideal candidate for this project would have a strong background in time series analysis, machine learning and data science, with experience in developing models for various types of time-series datasets.
Your expertise will help in creating a comprehensive and effective model that can handle all types of time-series datasets. Your ability to work with complex data and develop innovative solutions will be key to the success of this project.
Here is the research paper link : https://arxiv.org/pdf/2402.16412
and a Github link : https://github.com/SaberaTalukder/TOTEM/tree/master
The model should be able to:
- Handle a variety of time-series datasets including financial data, sensor data and medical data.
- Create tokenized embeddings for efficient and effective time series analysis.
- Predict future values, detect anomalies and classify data patterns.
The ideal candidate for this project would have a strong background in time series analysis, machine learning and data science, with experience in developing models for various types of time-series datasets.
Your expertise will help in creating a comprehensive and effective model that can handle all types of time-series datasets. Your ability to work with complex data and develop innovative solutions will be key to the success of this project.