sklearn-Ensenble_Tree Algo distributed
Open
Algorithm
- Dominant language
- Python
- Stars
- 951
- Forks
- 262
- PR merge metrics
- No merged PRs in 30d
Description
Hello,
I'm doing a project that needs to use dask-ml library to treat the large dataset.
I didn't find the basic algos distributed like the DecisionTree,RandomForest in dask-ml.
If i use the sklearn Tree algos, there will be perhaps the problem of the memory.
Contributor guide
Research direction
The issue names no files, tests, or entry points. Start by checking dask-ml's estimator coverage against sklearn's DecisionTree and RandomForest implementations; done would require a defined distributed approach that handles large datasets without relying on a single machine's memory.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, scikit-learn
- Domain
- distributed-systems, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100