a7168 / smp Goto Github PK
View Code? Open in Web Editor NEWsmart meter project
smp's People
Contributors
Watchers
smp's Issues
[Future works] some ideas
一些老師的意見與沒完成的想法
- share basis by 邱老師
模型中部分basis由全部用戶共享
比如第1個stack為全部共用，第2個stack只用各自資料訓練 - 不同down sampling rate組合/不同週期basis
將短周期資料趨勢與長周期資料趨勢拆解
比如部分basis用3,4個小時作為單位，部分為1天甚或1周
同時feature extractor的部分可以搭配設計
3小的用receptive field3小的CNN，1周的用dilation的形式 - 不定長度資料訓練/更多future step
這個應該對extractor部分沒啥影響
只是想說預測模塊的輸入如果有多種長度會不會讓模型學到更多
[Todo] update readme
introduce several tasks
[Improvement] hard code to json
由於沒有遇到資料變動或應用在其他社區的情況
api.py內雖然有將重要的資料如ip或住戶資訊做分離
但仍有一些地址轉換規則相關hard code
這部分的轉換規則或許也用json的方式額外存儲讀取
對於後續若有使用情境上變化更動以及隱私保護會更好
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.