mlverse/cuda.ml

Issues

• installation problem

  #210 opened 2 months ago by m-meli
  2

• Load treelite serialized model directly

  #209 opened 2 years ago by linanqiu
  0

• Failed to install cuda.ml with build errors

  #208 opened 2 years ago by michaeleekk
  0

• Not linked with a valid version of RAPIDS cuML shared library

  #204 opened 2 years ago by nwstephens
  2

• tidymodels integration

  #136 opened 3 years ago by yitao-li
  0

• optimize away some device-to-host and host-to-device data copies

  #137 opened 3 years ago by yitao-li
  0

• support class probability output for SVM classifiers

  #140 opened 3 years ago by yitao-li
  0

• support installing RAPIDS CuML libraries to customized location

  #156 opened 3 years ago by yitao-li
  0

• GitHub CI workflow should test all possible libcuML installation scenarios

  #161 opened 3 years ago by yitao-li
  0

• {cuda.ml} should have more input validations

  #164 opened 3 years ago by yitao-li
  0

• CRAN release for v0.4.0

  #190 opened 3 years ago by yitao-li
  0

• output ASAN errors if there is any

  #199 opened 3 years ago by yitao-li
  1

• stream-line bootstrapping of cmake 3.21+

  #197 opened 3 years ago by yitao-li
  0

• `check_dots_used()` checks are missing in some places

  #182 opened 3 years ago by yitao-li
  0

• consider building unified but less granular interface for linear regression models

  #194 opened 3 years ago by yitao-li
  0

• look into Rcpp API compatibility with the upcoming release of cuML v21.12

  #191 opened 3 years ago by yitao-li
  1

• Naive Bayes models

  #192 opened 3 years ago by yitao-li
  0

• enable parallel builds by default

  #185 opened 3 years ago by yitao-li
  3

• use MBSGD for classification tasks

  #183 opened 3 years ago by yitao-li
  0

• Found the following non-empty subdirectories of 'inst' also used by R: inst/libs

  #162 opened 3 years ago by yitao-li
  1

• fix glm / lm naming confusion

  #176 opened 3 years ago by yitao-li
  1

• CRAN submission for {cuda.ml} 0.3

  #175 opened 3 years ago by yitao-li
  0

• support RAPIDS cuML 21.10

  #171 opened 3 years ago by yitao-li
  0

• downloading libcuml-*.zip from github-releases.githubusercontent.com could be extremely slow

  #168 opened 3 years ago by yitao-li
  2

• Need package overview in README

  #118 opened 3 years ago by hadley
  1

• install RAPIDS cuML automatically

  #103 opened 3 years ago by waynelapierre
  6

• support serialization and deserialization of models (pt 2)

  #111 opened 3 years ago by yitao-li
  0

• write tests

  #106 opened 3 years ago by yitao-li
  3

• some tests failing with cuML v21.06

  #144 opened 3 years ago by yitao-li
  0

• infer CMAKE_PREFIX_PATH for Treelite based on prefix for cuML shared library

  #146 opened 3 years ago by yitao-li
  0

• replace 'CUDA_PATH' (Conda-specific) with 'CUML_PREFIX' instead

  #147 opened 3 years ago by yitao-li
  0

• compatibility with RAPIDS cuML v21.06

  #143 opened 3 years ago by yitao-li
  0

• Need package website

  #119 opened 3 years ago by hadley
  2

• Reconsider package name

  #120 opened 3 years ago by hadley
  3

• Some ML::fil::forest_t pointers were not freed properly

  #127 opened 3 years ago by yitao-li
  0

• Some external pointers may not be finalized correctly

  #126 opened 3 years ago by yitao-li
  1

• seeing '"cudaEventWaitDefault" is undefined' build error when building with CUDA 11.0

  #115 opened 3 years ago by yitao-li
  0

• fail fast with a sensible error message if `nvcc` is not on the path

  #116 opened 3 years ago by yitao-li
  0

• more documentation on prediction endpoints

  #80 opened 3 years ago by topepo
  0

• load and save pickled models using reticulate

  #102 opened 3 years ago by yitao-li
  0

• support class probabilities output for rand_forest

  #97 opened 3 years ago by yitao-li
  0

• Use S3 methods

  #77 opened 3 years ago by topepo
  0

• formally check for CUDA and write a sensible error message

  #76 opened 3 years ago by topepo
  1

• Package naming

  #75 opened 3 years ago by lorenzwalthert
  3

• R interface for FIL

  #69 opened 3 years ago by yitao-li
  0

• use other frameworks to process formula inputs

  #78 opened 3 years ago by topepo
  0

• reduce api elements that can result in user error.

  #79 opened 3 years ago by topepo
  1

• integrate with {parsnip}

  #82 opened 3 years ago by yitao-li
  1

• optional tree-shape-string computation for FIL models

  #83 opened 3 years ago by yitao-li
  0

• linear models for regression/classification

  #70 opened 3 years ago by yitao-li
  0