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qw3rtman / cam_to_map.py
Created January 30, 2020 05:01
for supertux, mapsize=192
map_size = 192
pos_map = torch.FloatTensor([map_size // 2, map_size])
def cam_to_map(points):
points[:,0] *= 32768
points[:,1] *= 4000
points[..., 1] *= -1
pixel_coords = (points - points[0]) + pos_map
return pixel_coords
@qw3rtman
qw3rtman / alexnet_train_nolrn_lrelu.prototxt
Created August 2, 2019 06:14
From https://github.com/jeffdonahue/bigan
name: "CaffeNet"
layer {
name: "data"
type: "Data"
top: "data"
top: "label"
include {
phase: TRAIN
}
transform_param {
@qw3rtman
qw3rtman / gist:86b6beb0aca792b88e3c6ea5d21fe22a
Created December 10, 2018 08:54
trace for rbfsvm ptrain=1.0 ptest=1.0 fdim=512 n=7 kernel=L; 16.7% error
(sk) nid00009(380)$ python rffsvm.py ptrain=1.0 ptest=1.0 n=7 fdim=384
Random Fourier Feature Support Vector Classifier
| [0.05s | 0.01MB] 7->384 Random Fourier Feature created
| Loading Images...
| | [0.02s | 0.09MB] loaded patient 12241
| | [0.02s | 0.06MB] loaded patient 16534
| | [0.02s | 0.09MB] loaded patient 14078
| | [0.02s | 0.06MB] loaded patient 8957
| | [0.03s | 0.09MB] loaded patient 14212
| | [0.03s | 0.09MB] loaded patient 12876
@qw3rtman
qw3rtman / gist:4a71c54733bfea988b834a5a5fe1a08f
Created December 10, 2018 08:32
trace for rbfsvm ptrain=1.0 ptest=1.0 fdim=300 n=7 kernel=L; 17.1% error
(sk) nid00009(378)$ python rffsvm.py ptrain=1.0 ptest=1.0 n=7 fdim=300
Random Fourier Feature Support Vector Classifier
| [0.04s | 0.01MB] 7->300 Random Fourier Feature created
| Loading Images...
| | [0.02s | 0.06MB] loaded patient 16534
| | [0.02s | 0.09MB] loaded patient 12241
| | [0.02s | 0.09MB] loaded patient 14078
| | [0.02s | 0.06MB] loaded patient 8957
| | [0.03s | 0.06MB] loaded patient 14212
| | [0.03s | 0.09MB] loaded patient 12876
@qw3rtman
qw3rtman / gist:034f7a0fd6045b3a04912c35b7a0bc48
Created December 10, 2018 08:25
trace for rbfsvm ptrain=0.2 ptest=1.0 fdim=300 n=7 kernel=L; 16.7% error
(sk) nid00009(377)$ python rffsvm.py ptrain=0.2 ptest=1.0 n=7 fdim=300
Random Fourier Feature Support Vector Classifier
| [0.03s | 0.01MB] 7->300 Random Fourier Feature created
| Loading Images...
| | [0.02s | 0.09MB] loaded patient 12241
| | [0.02s | 0.06MB] loaded patient 16534
| | [0.02s] error loading patient 14078: all the input arrays must have same number of dimensions
| | [0.02s | 0.06MB] loaded patient 8957
| | [0.03s | 0.06MB] loaded patient 14212
| | [0.03s | 0.09MB] loaded patient 12876
@qw3rtman
qw3rtman / gist:c568c1c1c3e882abfdbad11774880319
Created December 10, 2018 06:21
trace for ksvm ptrain=0.01 ptest=1.0; 18.2% error
(sk) nid00010(372)$ python ksvm.py ptrain=0.01 ptest=1.0
Kernel SVM
| Loading Images...
| | [0.02s | 0.06MB] loaded patient 16534
| | [0.02s | 0.09MB] loaded patient 12241
| | [0.02s | 0.09MB] loaded patient 14078
| | [0.03s | 0.12MB] loaded patient 13458
| | [0.03s | 0.15MB] loaded patient 9347
| | [0.03s | 0.09MB] loaded patient 14212
| | [0.03s | 0.06MB] loaded patient 8957
@qw3rtman
qw3rtman / gist:aa03d563efbc13ce3f1771eb71baaaa9
Created December 10, 2018 05:28
trace for rffsvm ptrain=1.0 ptest=1.0 fdim=500 n=8 kernel=L; 24.0% error
(sk) nid00010(332)$ python rffsvm.py ptrain=1.0 ptest=1.0 fdim=500 n=8 kernel=L
Random Fourier Feature Support Vector Classifier
| [0.07s | 0.00MB] 8->500 Random Fourier Feature created
| Loading Images...
| | [0.02s | 0.06MB] loaded patient 16534
| | [0.02s | 0.09MB] loaded patient 12241
| | [0.02s | 0.09MB] loaded patient 14078
| | [0.02s | 0.06MB] loaded patient 8957
| | [0.03s | 0.06MB] loaded patient 14212
| | [0.03s | 0.09MB] loaded patient 12876
@qw3rtman
qw3rtman / gist:4578ad0e3a3abdb5b60e9673e8089067
Created December 10, 2018 05:12
trace for rffsvm ptrain=1.0 ptest=1.0 fdim=500 n=4 kernel=L; 21.0% error
(sk) nid00010(326)$ python rffsvm.py ptrain=1.0 ptest=1.0 fdim=500 n=4 kernel=L
Random Fourier Feature Support Vector Classifier
| [0.04s | 0.00MB] 4->500 Random Fourier Feature created
| Loading Images...
| | [0.02s | 0.06MB] loaded patient 16534
| | [0.02s | 0.09MB] loaded patient 12241
| | [0.02s | 0.09MB] loaded patient 14078
| | [0.03s | 0.06MB] loaded patient 8957
| | [0.03s | 0.09MB] loaded patient 14212
| | [0.03s | 0.09MB] loaded patient 12876
@qw3rtman
qw3rtman / gist:18637cd951a9aba2c3d021439fb59e24
Last active December 10, 2018 05:12
trace for rffsvm ptrain=1.0 ptest=1.0 fdim=500 n=4 kernel=G; 21.2% error
(sk) nid00010(324)$ python rffsvm.py ptrain=1.0 ptest=1.0 fdim=500 n=4 kernel=G
Random Fourier Feature Support Vector Classifier
| [0.00s | 0.01MB] 4->500 Random Fourier Feature created
| Loading Images...
| | [0.02s | 0.09MB] loaded patient 12241
| | [0.02s | 0.06MB] loaded patient 16534
| | [0.02s | 0.09MB] loaded patient 14078
| | [0.02s | 0.06MB] loaded patient 8957
| | [0.03s | 0.09MB] loaded patient 14212
| | [0.03s | 0.09MB] loaded patient 12876
@qw3rtman
qw3rtman / keybase.md
Created July 23, 2017 00:35

Keybase proof

I hereby claim:

  • I am qw3rtman on github.
  • I am qw3rtman (https://keybase.io/qw3rtman) on keybase.
  • I have a public key whose fingerprint is 3E53 1B1D FED6 4336 13D1 B17E D606 74F5 9E0C E030

To claim this, I am signing this object: