Skip to content
Open

Gw #1

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
33 commits
Select commit Hold shift + click to select a range
3b6c457
Added files to integrate
siyuchen95 Sep 1, 2020
beb1e4a
add toy data files (already processed).
siyuchen95 Sep 1, 2020
a77e425
made changes to train the network for a longer period of time.
siyuchen95 Sep 7, 2020
91ad9aa
add OurTrainingTools.py.
siyuchen95 Sep 16, 2020
5053830
Training for 1000 epochs and testing on toydata.
siyuchen95 Sep 20, 2020
d2171a3
New Data reader for 2D data.
siyuchen95 Sep 20, 2020
5f2650b
add model files who has been trianed for 1000 epochs.
siyuchen95 Sep 20, 2020
886388e
Tried 10 epochs, 50 epochs and 1000 epochs with different batch size …
siyuchen95 Sep 24, 2020
2cfc2c8
Corrected typos in training models.
siyuchen95 Sep 25, 2020
313c9b1
Tests on models intending to reproduce gphi50 narrow separation.
siyuchen95 Sep 25, 2020
8d00c71
Add missing setup file in data folder
siyuchen95 Sep 28, 2020
7a8ac61
Tried to reproduce the small separation between gphi50 with 10 epochs…
siyuchen95 Sep 28, 2020
32da3b9
Midpoint: I have to reboot heidi. Please continue with training.
siyuchen95 Sep 28, 2020
a05ed08
Add model files to git since they are light anyway.
siyuchen95 Sep 28, 2020
6cb3ee5
Tried to reproduce results using 10 epochs. Didn't manage.
siyuchen95 Sep 29, 2020
dfcbd7e
Compiled test results.
siyuchen95 Sep 30, 2020
bd26954
wrote code on gw and fixed the bug of double angle curating + wrong n…
Oct 20, 2020
f79ac04
Used new data in 2D format. Normalisation factor restored for the con…
Oct 21, 2020
147564c
new tests using new data and paper units.
Oct 21, 2020
839e540
tested 4e-3, 5e-3, 6e-3 with more points: 3 million.
Oct 21, 2020
948647c
Tested gw (with baseline model trained in old data format.
Oct 27, 2020
deb62ea
Add baseline model trained with old data format (the one presented in…
Oct 27, 2020
93c5a34
Add trained gw models.
Oct 27, 2020
596491e
Add detials on gphi test: combined charges, 3 million points on 6e-3,…
Oct 27, 2020
9b1b761
Added reading minus charge data.
Oct 27, 2020
76e1188
Trained gw classifier.
Oct 27, 2020
9e2e957
Uploaded Johann's notebook for testing. Checking NBSM and NSM.
Oct 27, 2020
ca33b10
Regenerated 1e-2 and added 9e-3 for a more precise reach.
Oct 29, 2020
b6eb50f
Changed ChM 4e-3 and 5e-3 because the old files have enormous NBSMs.
Oct 29, 2020
6ba529b
Add ChM files.
Oct 29, 2020
f7c3a89
Finished training on GW big batch 1000 epochs.
Oct 30, 2020
4cc8fcc
fixed code for combined testing. added code for with XS and without X…
Oct 30, 2020
df7609f
trying to reproduce paper reach for gphi... 3.5e-3 vs. 5e-3 that we see.
Oct 30, 2020
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
117 changes: 46 additions & 71 deletions examples/tutorial_particle_physics/1_setup.ipynb

Large diffs are not rendered by default.

916 changes: 636 additions & 280 deletions examples/tutorial_particle_physics/2a_parton_level_analysis.ipynb

Large diffs are not rendered by default.

860 changes: 535 additions & 325 deletions examples/tutorial_particle_physics/3a_likelihood_ratio.ipynb

Large diffs are not rendered by default.

580 changes: 580 additions & 0 deletions examples/tutorial_particle_physics/EmbeddingData.ipynb

Large diffs are not rendered by default.

576 changes: 576 additions & 0 deletions examples/tutorial_particle_physics/OurTrainingTools.py

Large diffs are not rendered by default.

546 changes: 546 additions & 0 deletions examples/tutorial_particle_physics/OurTrainingTools2D.py

Large diffs are not rendered by default.

842 changes: 842 additions & 0 deletions examples/tutorial_particle_physics/ReadingData-GW.ipynb

Large diffs are not rendered by default.

998 changes: 998 additions & 0 deletions examples/tutorial_particle_physics/ReadingData.ipynb

Large diffs are not rendered by default.

1,496 changes: 1,496 additions & 0 deletions examples/tutorial_particle_physics/TestEstimator-Light-Copy1.ipynb

Large diffs are not rendered by default.

1,135 changes: 1,135 additions & 0 deletions examples/tutorial_particle_physics/TestEstimator-Light-Copy2.ipynb

Large diffs are not rendered by default.

1,194 changes: 1,194 additions & 0 deletions examples/tutorial_particle_physics/TestEstimator-Light-GW.ipynb

Large diffs are not rendered by default.

1,319 changes: 1,319 additions & 0 deletions examples/tutorial_particle_physics/TestEstimator-Light.ipynb

Large diffs are not rendered by default.

2,402 changes: 2,402 additions & 0 deletions examples/tutorial_particle_physics/TestEstimator-Results.ipynb

Large diffs are not rendered by default.

1,785 changes: 1,785 additions & 0 deletions examples/tutorial_particle_physics/TestEstimator.ipynb

Large diffs are not rendered by default.

593 changes: 593 additions & 0 deletions examples/tutorial_particle_physics/Untitled.ipynb

Large diffs are not rendered by default.

Binary file added examples/tutorial_particle_physics/data/setup.h5
Binary file not shown.
Binary file not shown.
Binary file not shown.
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
{"n_observables": 9, "n_parameters": 1, "features": null, "n_hidden": [60, 60], "activation": "tanh", "dropout_prob": 0.0, "estimator_type": "parameterized_ratio", "components": [[0], [1], [2]], "morphing_matrix": [[0.025707846975058346, -0.016944346398729104, 0.9912364994236706], [0.03799880312433507, -0.022988794064928323, -0.015010009059406743], [0.001945868673346318, 0.0016481722234193553, -0.0035940408967656736]]}
Binary file not shown.
Binary file not shown.
Binary file not shown.
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
{"n_observables": 9, "n_parameters": 1, "features": null, "n_hidden": [60, 60], "activation": "tanh", "dropout_prob": 0.0, "estimator_type": "parameterized_ratio", "components": [[0], [1], [2]], "morphing_matrix": [[0.09913344511950417, 1.0677416245579467, -0.16687506967745092], [0.02892049642498369, 0.00036638053405734503, -0.029286876959041037], [0.0013488982891598808, -0.00360618238624564, 0.002257284097085759]]}
Binary file not shown.
Binary file not shown.
Binary file not shown.
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
{"n_observables": 9, "n_parameters": 1, "features": null, "n_hidden": [60, 60], "activation": "tanh", "dropout_prob": 0.0, "estimator_type": "parameterized_ratio", "components": [[0], [1], [2]], "morphing_matrix": [[0.09913344511950417, 1.0677416245579467, -0.16687506967745092], [0.02892049642498369, 0.00036638053405734503, -0.029286876959041037], [0.0013488982891598808, -0.00360618238624564, 0.002257284097085759]]}
Binary file not shown.
Binary file not shown.
Binary file not shown.
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
{"n_observables": 9, "n_parameters": 1, "features": null, "n_hidden": [60, 60], "activation": "tanh", "dropout_prob": 0.0, "estimator_type": "parameterized_ratio", "components": [[0], [1], [2]], "morphing_matrix": [[0.09913344511950417, 1.0677416245579467, -0.16687506967745092], [0.02892049642498369, 0.00036638053405734503, -0.029286876959041037], [0.0013488982891598808, -0.00360618238624564, 0.002257284097085759]]}
Binary file not shown.
Binary file not shown.
Binary file not shown.
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
{"n_observables": 9, "n_parameters": 1, "features": null, "n_hidden": [60, 60], "activation": "tanh", "dropout_prob": 0.0, "estimator_type": "parameterized_ratio", "components": [[0], [1], [2]], "morphing_matrix": [[0.09913344511950417, 1.0677416245579467, -0.16687506967745092], [0.02892049642498369, 0.00036638053405734503, -0.029286876959041037], [0.0013488982891598808, -0.00360618238624564, 0.002257284097085759]]}
Binary file not shown.
Binary file not shown.
Binary file not shown.
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
{"n_observables": 9, "n_parameters": 1, "features": null, "n_hidden": [60, 60], "activation": "tanh", "dropout_prob": 0.0, "estimator_type": "parameterized_ratio", "components": [[0], [1], [2]], "morphing_matrix": [[0.09913344511950417, 1.0677416245579467, -0.16687506967745092], [0.02892049642498369, 0.00036638053405734503, -0.029286876959041037], [0.0013488982891598808, -0.00360618238624564, 0.002257284097085759]]}
Binary file not shown.
Binary file not shown.
Binary file not shown.
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
{"n_observables": 9, "n_parameters": 1, "features": null, "n_hidden": [60, 60], "activation": "tanh", "dropout_prob": 0.0, "estimator_type": "parameterized_ratio", "components": [[0], [1], [2]], "morphing_matrix": [[0.09913344511950417, 1.0677416245579467, -0.16687506967745092], [0.02892049642498369, 0.00036638053405734503, -0.029286876959041037], [0.0013488982891598808, -0.00360618238624564, 0.002257284097085759]]}
Binary file not shown.
Binary file not shown.
Binary file not shown.
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
{"n_observables": 9, "n_parameters": 1, "features": null, "n_hidden": [60, 60], "activation": "tanh", "dropout_prob": 0.0, "estimator_type": "parameterized_ratio", "components": [[0], [1], [2]], "morphing_matrix": [[0.025707846975058346, -0.016944346398729104, 0.9912364994236706], [0.03799880312433507, -0.022988794064928323, -0.015010009059406743], [0.001945868673346318, 0.0016481722234193553, -0.0035940408967656736]]}
Binary file not shown.
Binary file not shown.
Binary file not shown.
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
{"n_observables": 9, "n_parameters": 1, "features": null, "n_hidden": [60, 60], "activation": "tanh", "dropout_prob": 0.0, "estimator_type": "parameterized_ratio", "components": [[0], [1], [2]], "morphing_matrix": [[0.09913344511950417, 1.0677416245579467, -0.16687506967745092], [0.02892049642498369, 0.00036638053405734503, -0.029286876959041037], [0.0013488982891598808, -0.00360618238624564, 0.002257284097085759]]}
Binary file not shown.
Binary file not shown.
Binary file not shown.
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
{"n_observables": 9, "n_parameters": 1, "features": null, "n_hidden": [60, 60], "activation": "tanh", "dropout_prob": 0.0, "estimator_type": "parameterized_ratio", "components": [[0], [1], [2]], "morphing_matrix": [[0.09913344511950417, 1.0677416245579467, -0.16687506967745092], [0.02892049642498369, 0.00036638053405734503, -0.029286876959041037], [0.0013488982891598808, -0.00360618238624564, 0.002257284097085759]]}
Binary file not shown.
Binary file not shown.
Binary file not shown.
Binary file not shown.
1,237 changes: 1,237 additions & 0 deletions examples/tutorial_particle_physics/test_quadratic.ipynb

Large diffs are not rendered by default.

Empty file.
Binary file not shown.
Binary file not shown.