Comments (8)
linear SVM already part of pogs, just needs a new matrix multiply piece of code in the src/common/elastic_net* code, and then rest of pogs can handle.
from h2o4gpu.
Can we get this done after PCA (#31) or does it make more sense to do this first? I know it's kind of similar but PCA is on the roadmap for this quarter (and apparently more useful), would be cool to have it. @navdeep-G @pseudotensor
from h2o4gpu.
You are thinking of SVD, not SVM, right?
from h2o4gpu.
@pseudotensor arg yes indeed, wrong ticket. Time to go to bed it seems.
from h2o4gpu.
GPUMLib has ANN, SVM and matrix factorization algorithms,
GTSVM has kernelized SVMs, and
cuSVM has SVMs for classification and regression.
from h2o4gpu.
@pseudotensor good finds but not sure if we are ok with GPLv3? Think people (and by people I mean corporations) are very hesitant to use GPLv3 software.
from h2o4gpu.
ya not suggesting we use them directly, but can learn from them and see if person who made them wants to join us. Don't have to do it all ourselves:)
from h2o4gpu.
https://github.com/zeyiwen/thundersvm from @Far0n
from h2o4gpu.
Related Issues (20)
- R random_forest_classifier problem with high dimensions HOT 2
- Support setuptools > 39.1.0
- KMeans on 4 gpus HOT 1
- If i run the below command i am getting attached error. HOT 2
- dependencies incompatibilities between h2o4gpu and cudf HOT 7
- Lightgbm hangs sometimes HOT 4
- take of dask or cupy arrays as input for logistic regression, elastic_net, ridge and linear_regression
- Low GPU utilization during Random Forest predict
- Posted to wrong project
- LogisticRegression default solver is outdated
- LogististicRegression default multi_class parameter is outdated
- get_gpu_info_c not detecting any GPU (compatibility issue with CUDA 11?) HOT 2
- AttributeError: 'NoneType' object has no attribute 'make_ptr_double' HOT 4
- Logistic Regressions predict_proba returns predictions, not probabilities
- install_github failing
- Elastic Net Regression in R HOT 1
- AMD gpu HOT 1
- Installation of h2o4gpu on Kaggle using reticulate package HOT 1
- NameError: name 'output_margin' is not defined
- H2o4GPU build Failed
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 h2o4gpu.