airoldilab sgd issues - Githubissues

airoldilab / sgd

An R package for large scale estimation with stochastic gradient descent

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Build fails with new `R-BH`: `timer.hpp: error: #error This header is deprecated and will be removed`

#111 barracuda156 closed 7 months ago
2
Box constraints on coefficients?

#110 tomwenseleers opened 1 year ago
0
interested in sgd for complex function not in the available families; sgd for gmm not implemented?

#109 donboyd5 closed 2 years ago
3
Models using boost::math::tools::schroeder_iterate can get stuck

#108 jonlachmann opened 3 years ago
4
no longer on CRAN?

#107 acdec closed 5 years ago
1
Cox model support not working

#106 deaneckles opened 6 years ago
0
sgd archived in CRAN?

#105 ikosmidis closed 5 years ago
2
Wine quality example

#104 fortisil opened 6 years ago
3
SGD with arbitrary function for likelihood and gradient

#103 EliYannop opened 6 years ago
1
implement update generic method

#102 dustinvtran opened 6 years ago
0
sgd$coefficients returns 1x* matrix and not a vector

#101 dustinvtran opened 6 years ago
0
clarify how to stream data to sgd

#100 alexanderchernyakovgithub opened 6 years ago
1
sgd.function is empty

#99 karldw closed 6 years ago
1
Non-huber loss for m-estimator [feature request]

#98 karldw closed 5 years ago
1
update logistic regression examle

#97 hxd1011 closed 7 years ago
1
much simpler code by using plogis function

#96 hxd1011 closed 7 years ago
1
Bad example on logistic regression

#95 hxd1011 closed 7 years ago
2
Potential diverging of SGD

#94 ptoulis opened 7 years ago
0
generalize to sgd with mini batches

#93 dustinvtran opened 7 years ago
0
better clarify how to do prediction in documentation

#92 dustinvtran opened 7 years ago
1
No support for weights

#91 jeffwong-nflx opened 7 years ago
2
Cannot use SGD with sparse matrix

#90 jeffwong-nflx opened 7 years ago
5
Integration with R's optim() function

#89 ptoulis opened 8 years ago
0
Add pretty/formatted output

#88 ptoulis opened 8 years ago
0
Add multinomial regression

#87 ptoulis opened 8 years ago
0
Windows support

#86 dustinvtran opened 8 years ago
0
sparse matrices support?

#85 dselivanov opened 8 years ago
3
Allow minibatch size as an argument for the updates

#84 dustinvtran closed 7 years ago
1
CITATION for the package

#83 MarcinKosinski closed 9 years ago
2
Error when installing the latest development version

#82 MarcinKosinski closed 9 years ago
3
Write knitr entry for sgd package.

#81 ptoulis closed 8 years ago
3
Add argument for sgd.control for specifying different methods of data subsampling

#80 dustinvtran opened 9 years ago
0
summary method for sgd objects

#79 dustinvtran opened 9 years ago
0
Refactor code in script/ directory

#78 dustinvtran closed 8 years ago
1
print method for sgd objects

#77 dustinvtran opened 9 years ago
0
Add parallel features

#76 dustinvtran opened 9 years ago
1
Add optional argument to specify seed

#75 dustinvtran closed 8 years ago
1
R-hat for SGD

#74 dustinvtran closed 8 years ago
2
"Warm start"

#73 dustinvtran opened 9 years ago
0
add namespace sgd, and sub-namespace things

#72 dustinvtran opened 9 years ago
2
restructure and add code for iteratively reweighted least squares

#71 dustinvtran opened 9 years ago
1
Add ability to tweak hyperparameters in learning rates

#70 dustinvtran closed 9 years ago
0
sgd gives different output on each run (should be deterministic given seed, either in R or C)

#69 dustinvtran closed 9 years ago
0
cost is broken for sgd

#68 dustinvtran closed 9 years ago
1
Make task in exp_mnist to be binary classification on digit 9

#67 dustinvtran closed 9 years ago
0
add color to run_exp plots and change x-axis to label based on number of passes

#66 dustinvtran closed 9 years ago
4
allow to add seed in c

#65 dustinvtran closed 9 years ago
0
sgd package should be at the root directory of the repository

#64 dustinvtran closed 9 years ago
1
Implement methods to compare to for paper

#63 dustinvtran closed 9 years ago
1
Data sets for SGD on GLMs/SVMs

#62 dustinvtran closed 9 years ago
1