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FalkonML
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falkon
Large-scale, multi-GPU capable, kernel solver
https://falkonml.github.io/falkon/
MIT License
181
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22
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Impossible to get this working
#70
tabletseeker
opened
4 months ago
0
Defining custom kernel is causing errors
#69
AHsu98
closed
9 months ago
1
Segmentation fault
#68
ahabedsoltan
opened
11 months ago
6
error when using matrix for the arugument sigma in GaussianKernel
#67
tinachentc
opened
1 year ago
1
Question on speed of fitting
#66
viktor2
opened
1 year ago
2
Bug with python 3.8, torch 2.0.0, cu117
#65
Giodiro
opened
1 year ago
0
Mac support
#64
ag2435
opened
1 year ago
2
Keops is imported (and compiles tests) on falkon import
#63
Giodiro
closed
1 year ago
0
error running Falkon on GPU
#62
joseph-siefert
closed
1 year ago
2
While Running the Falkon Regression Tutorial, fit function gives following error
#61
elishaparhi
opened
1 year ago
1
OSError while running the sample code.
#60
VASHISHT-RAHUL
opened
1 year ago
6
Wheels page only displays most recently uploaded
#59
Giodiro
closed
1 year ago
0
Update keops, fix small sync bugs
#58
Giodiro
closed
1 year ago
0
Failing to reproduce the Laplacian kernel computation
#57
arthurfl
closed
1 year ago
4
gradient computation for stochastic obj in hopt takes forever
#56
hep07
opened
1 year ago
1
installing falkon seems to be succesful but failed when calling import falkon
#55
hep07
opened
1 year ago
3
Patched version of KeOps
#54
ghaorui
opened
2 years ago
1
Running with 3 or more GPUs
#53
ahabedsoltan
opened
2 years ago
1
large M cases
#52
ahabedsoltan
closed
1 year ago
1
Extracting a model's expansion coefficients
#51
arthurfl
closed
2 years ago
4
Custom hyperparameter optimization
#50
arthurfl
closed
2 years ago
4
RuntimeError: Not compiled with CUDA support
#49
parthe
closed
9 months ago
10
Installation failure (due to pykeops installation failure)
#48
parthe
closed
2 years ago
1
Automatic mmv memory management on CPU
#47
Giodiro
opened
2 years ago
0
Bandwidth optimization on a log scale
#46
arthurfl
closed
2 years ago
4
Automatic hyperparameter optimization for regression
#45
arthurfl
closed
2 years ago
3
Failed to find C-extensions
#44
cvignac
closed
2 years ago
2
FixedSelector Center selection in Falkon Model
#43
bananenpampe
closed
2 years ago
6
added a notebook for installation on colab
#42
nickprock
closed
2 years ago
0
Using custom kernels in Falkon
#41
mohamad-amin
closed
2 years ago
1
Python version requirement?
#40
mohamad-amin
closed
2 years ago
1
FileExistsError: [Errno 17] File exists: '/root/.cache/pykeops-1.5-cpython-37//build-pybind11_template-libKeOps_template_660bc304e8'
#39
nickprock
closed
2 years ago
3
ModuleNotFoundError: No module named 'falkon.sparse.sparse_helpers' when testing installation
#38
cvignac
closed
3 years ago
2
Memory error solved by emptying CUDA cache
#37
theophilec
opened
3 years ago
5
Compiling with Cuda 11.0
#36
gaspardbb
opened
3 years ago
1
Running out of memory when using KeOps
#35
MrHuff
closed
3 years ago
3
Get Out-of-memory when selecting m=10^5
#34
MrHuff
closed
3 years ago
3
Replace falkon.mmv_ops with homemade mmv_ops
#33
MrHuff
closed
3 years ago
3
Getting error
#32
MrHuff
closed
3 years ago
5
cuda runtime error (304) : OS call failed or operation not supported on this OS
#31
nehap25
opened
3 years ago
3
Installation Issue from ./falkon/sparse/cpp/sparse_matmul.cpp
#30
nikhil-ghosh-berkeley
closed
3 years ago
2
Add weighted square-loss
#29
Giodiro
closed
3 years ago
0
Added weighted Falkon features
#28
Akatsuki96
closed
3 years ago
0
Matern kernel
#27
Giodiro
closed
3 years ago
0
No module named 'falkon.la_helpers.cuda_la_helpers'
#26
jmkuebler
closed
3 years ago
6
Fix rbf
#25
Giodiro
closed
3 years ago
1
Added class WeightedCrossEntropyLoss in gsc_losses.py for LogFalkon.
#24
Akatsuki96
closed
4 years ago
0
Jenkins
#23
Giodiro
closed
4 years ago
0
With memory pressure allocations may fail due to fragmentation
#22
Giodiro
closed
4 years ago
0
Cannot pass options=None to model constructors
#21
Giodiro
closed
4 years ago
1
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