Related Issues (20)
- Implement Ray's lightgbm distributed training to compare against regular lightgbm distributed HOT 4
- Add more system/platform properties
- Reduce the number of metrics produced by distributed training
- Add support for Lightgbm-transform (freeform2)
- Write specifications for all inferencing modules and align
- MPI initialization fails when running unit tests on multiple distributed components
- Rationalize the use of custom builds in AzureML environments (sdk2.0 ready?)
- Implement a RayTune capable component for LightGBM/Ray
- [docs] Provide an introduction to the architecture of scripts (script classes, environment, etc)
- Document all the ways to specify input datasets (name, datastore, uuid)
- Provide an intro to the architecture of pipelines
- Construct setting in the experiment yaml file is not correctly parsed to lightgbm-python step.
- pipeline_submit requires tags to have the format of dict[str, str] HOT 1
- Ray tune has a peak memory of 6X data size. Need to improve
- Add an alternative (automatic) way to add pipeline tags.
- Lightgbm threads can be further optimized.
- Package all LightGBM components for AzureML assets repo
- issue ValueError exception when header=False and label_column is not an int
- Implement continuous training by allowing an (optional) input with a previously existing model HOT 1
- MPI not working
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 lightgbm-benchmark.