Comments (4)
WenWeiTHU
commented on June 25, 2024
很高兴iTransformer作为深度模型应用于业务系统，方便的话能否提供若干场景细节，例如预测任务，特征属性等
from itransformer.
hqwl159
commented on June 25, 2024
我们正在使用iTransformer应用业务系统，但是一直无法获得比较满意的结果，请问如何调整模型的参数可以获得较好的结果，可以分享下参数调整的经验吗？非常感谢
你好，我也准备应用到业务系统，请问你们参数调整有好结果了吗？是不是数据集本身清洗问题？
from itransformer.
LeonTing1010
commented on June 25, 2024
很高兴iTransformer作为深度模型应用于业务系统，方便的话能否提供若干场景细节，例如预测任务，特征属性等
我们是基于gluonts做金融数据的时序分析和量化交易，比如我们有一些交易数据（'流通市值', '成交量', '振幅'等等），根据这些交易数据做价格的预测和分析，请问我们在使用iTransformer时需要注意些什么，如何调优相关参数，谢谢
from itransformer.
hqwl159
commented on June 25, 2024
您的邮件已收到，我会尽快进行回复。--from hQing
from itransformer.
kwuking
commented on June 25, 2024
很高兴iTransformer作为深度模型应用于业务系统，方便的话能否提供若干场景细节，例如预测任务，特征属性等
我们是基于gluonts做金融数据的时序分析和量化交易，比如我们有一些交易数据（'流通市值', '成交量', '振幅'等等），根据这些交易数据做价格的预测和分析，请问我们在使用iTransformer时需要注意些什么，如何调优相关参数，谢谢
你好 请问您是将itransformer应用在金融量化交易的场景嘛，您现在遇到的问题就是如何调优模型参数吗？
from itransformer.
hqwl159
commented on June 25, 2024
您的邮件已收到，我会尽快进行回复。--from hQing
from itransformer.
Related Issues (20)
- Memory Footprint? HOT 1
- 当运行到训练的循环时，内存消耗骤增
- train_loader invocation encountered "RuntimeError: stack expects each tensor to be equal size, but got [35, 34] at entry 0 and [0, 34] at entry 1" HOT 1
- ValueError: could not convert string to float: '2020-01-01 00:20:00' HOT 1
- Error when using a Custom dataset with weekly frequency HOT 1
- Question: Support for Dynamic Categorical Inputs in iTransformer HOT 2
- 无法重现论文中的结果 HOT 3
- How to visualize the results? HOT 5
- Can't reproduce the result of PEMS03_96_96 task HOT 5
- Why not using Decoder-only Transformer?
- How to get the figures in the paper? HOT 1
- How to visualize the results? HOT 1
- './scripts/variate_generalization/Electricity/iTransformer.sh': No such file or directory HOT 1
- seq_len取值小于48时，代码无法运行 HOT 1
- 请问在M任务中如何指定预测目标。 HOT 1
- Here, are the following two lines redundant? batch_x = batch_x[:, :, partial_start:partial_end] batch_y = batch_y[:, :, partial_start:partial_end] HOT 1
- 有关使用或不使用.sh 文件的训练时间和内存使用率的问题 HOT 1
- CLS Token HOT 1
- Fine-tuning? HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from itransformer.