Skip to content

Commit

Permalink
merge
Browse files Browse the repository at this point in the history
  • Loading branch information
fv316 committed Dec 13, 2019
2 parents 81bc520 + a75cb80 commit c6db4e5
Show file tree
Hide file tree
Showing 115 changed files with 361,276 additions and 121,808 deletions.
Binary file modified .RData
Binary file not shown.
994 changes: 497 additions & 497 deletions .Rhistory

Large diffs are not rendered by default.

79,154 changes: 39,577 additions & 39,577 deletions Data/Complete_TS.csv

Large diffs are not rendered by default.

3 changes: 0 additions & 3 deletions Data/Load_prediction.csv

This file was deleted.

Binary file added Data/Models/lstm_1000_168.h5
Binary file not shown.
Binary file added Data/Models/lstm_1000_24.h5
Binary file not shown.
Binary file added Data/Models/lstm_100_1.h5
Binary file not shown.
Binary file added Data/Models/lstm_100_24.h5
Binary file not shown.
Binary file removed Data/Models/lstm_1h_window100.h5
Binary file not shown.
Binary file added Data/Models/lstm_672_168.h5
Binary file not shown.
129 changes: 0 additions & 129 deletions Data/Predict & Hyper/112919184931.csv

This file was deleted.

File renamed without changes.
File renamed without changes.
File renamed without changes.
129 changes: 129 additions & 0 deletions Data/PredictHyper/112919184931.csv
Original file line number Diff line number Diff line change
@@ -0,0 +1,129 @@
round_epochs,val_loss,loss,activation,batch_size,epochs,first_lstm,layers,loss_f,optimizer
1,2.4292914805139829e-002,3.960439213141035e-002,tanh,32,1,100,2,mae,nadam
1,2.073582518022676e-002,3.3262106830398278e-002,tanh,32,1,20,1,mae,adam
1,2.7487341446757164e-002,3.9577081256232743e-002,tanh,32,1,5,1,mae,nadam
1,2.3965874424005138e-002,3.8238421472107154e-002,relu,32,1,100,2,mae,adamax
1,1.1615578177057279e-003,5.069358372472345e-003,tanh,32,1,50,4,mse,adam
1,3.2820958578050209e-002,4.0627414687065357e-002,relu,32,1,50,1,mae,rmsprop
1,2.7788596686540799e-002,6.3531769620218184e-002,tanh,32,1,5,4,mae,adam
1,2.441444529128392e-002,4.351395407662087e-002,relu,32,1,100,3,mae,adam
1,3.501106215696774e-002,4.9749550547898647e-002,relu,32,1,5,1,mae,adamax
1,4.4354723425708745e-002,4.7303774032293917e-002,relu,32,1,100,4,mae,nadam
1,2.4680838245193402e-003,6.916590607278084e-003,relu,32,1,20,2,mse,adamax
1,3.4743168560082166e-002,3.9451751862682981e-002,tanh,32,1,50,2,mae,nadam
1,2.4285307943342504e-002,3.6195500092259768e-002,tanh,32,1,100,3,mae,adam
1,1.6177154538022172e-003,4.4845627118743963e-003,tanh,32,1,5,2,mse,nadam
1,2.6133225232923035e-003,2.9041008517872594e-003,tanh,32,1,100,2,mse,nadam
1,2.8823803469733844e-002,3.6637437207987122e-002,tanh,32,1,50,1,mae,nadam
1,1.765670693437378e-003,4.4798048183700388e-003,relu,32,1,20,2,mse,rmsprop
1,2.6778698571885643e-002,4.0078405566784339e-002,relu,32,1,50,2,mae,nadam
1,1.9516563491544041e-003,3.6092908403689505e-003,relu,32,1,100,3,mse,nadam
1,4.2929123237219147e-002,4.355889182277406e-002,tanh,32,1,20,2,mae,rmsprop
1,4.3744095574779554e-002,4.0240371778315735e-002,tanh,32,1,50,1,mae,rmsprop
1,2.4124762332944312e-002,3.6747296305107716e-002,tanh,32,1,20,1,mae,adamax
1,2.0556080969145744e-002,3.6437700776190594e-002,tanh,32,1,50,2,mae,adam
1,1.2968068846619843e-003,6.7509479740919254e-003,relu,32,1,50,4,mse,adam
1,1.7761899615560447e-003,3.4307449015368642e-003,relu,32,1,100,2,mse,nadam
1,2.6421969372465937e-002,3.986105294257597e-002,relu,32,1,50,1,mae,adamax
1,3.0496674919926671e-002,4.8919612729066128e-002,relu,32,1,50,3,mae,rmsprop
1,4.3231978576534352e-002,4.2919491836653618e-002,tanh,32,1,100,3,mae,nadam
1,3.4635566389026852e-002,4.3859317899583548e-002,relu,32,1,100,2,mae,rmsprop
1,2.5231037861390185e-003,1.4192884313107538e-002,relu,32,1,5,3,mse,adam
1,9.2622059847715732e-004,2.696523308284834e-003,tanh,32,1,100,1,mse,nadam
1,1.3606326410017301e-003,2.7644142462374625e-003,relu,32,1,50,1,mse,adamax
1,3.1333563121033335e-003,4.5668855528386253e-003,tanh,32,1,50,4,mse,rmsprop
1,2.5098849315374119e-002,4.4367304601587651e-002,tanh,32,1,100,4,mae,nadam
1,3.1073176658098136e-002,3.950886654567741e-002,tanh,32,1,50,3,mae,adamax
1,3.5852676270868793e-002,5.5084931025870025e-002,relu,32,1,5,3,mae,rmsprop
1,1.496838549046569e-003,4.9121099736850506e-003,relu,32,1,50,3,mse,rmsprop
1,2.7170554602956993e-002,3.6867993755851078e-002,tanh,32,1,100,3,mae,adamax
1,1.3981041742231418e-003,4.5626555430465909e-003,tanh,32,1,100,4,mse,rmsprop
1,1.8394091300332678e-003,6.5931411153803523e-003,tanh,32,1,5,2,mse,adamax
1,1.0230208674396959e-003,4.1891268238326311e-003,relu,32,1,50,2,mse,adam
1,1.1137391875935133e-003,4.0583174065786575e-003,tanh,32,1,100,4,mse,adam
1,2.3589631751884778e-003,9.4581195722157896e-003,relu,32,1,50,4,mse,adamax
1,3.2263560704359675e-003,1.3843942946491404e-002,relu,32,1,5,4,mse,adam
1,1.4997057962563025e-003,4.3366462381631277e-003,tanh,32,1,20,2,mse,adamax
1,8.3487040895801853e-004,3.3799573908671076e-003,tanh,32,1,100,3,mse,adam
1,2.8102864033452469e-003,1.0356887543204223e-002,relu,32,1,20,4,mse,adamax
1,3.7807719549852736e-002,3.7972528515079818e-002,relu,32,1,100,1,mae,nadam
1,3.186006184760206e-002,5.1877025341943168e-002,relu,32,1,5,1,mae,adam
1,1.0527665555684889e-003,4.133508583280811e-003,relu,32,1,50,3,mse,nadam
1,9.5286246339574513e-004,3.0302434165411754e-003,tanh,32,1,50,2,mse,adamax
1,9.0810783861742454e-004,5.0113369994295564e-003,relu,32,1,100,3,mse,adam
1,3.1873361681665505e-002,6.6750854317373126e-002,tanh,32,1,5,4,mae,adamax
1,1.2029385402520082e-003,5.6777101161543412e-003,relu,32,1,50,3,mse,adam
1,2.596196064817588e-002,4.3205034069904412e-002,tanh,32,1,20,2,mae,adamax
1,3.531433486690124e-003,4.9967959211342462e-003,relu,32,1,100,3,mse,rmsprop
1,2.0209101258128265e-002,3.2357856211880046e-002,tanh,32,1,100,2,mae,adamax
1,2.3190130401335038e-002,3.3868922374149624e-002,relu,32,1,50,1,mae,adam
1,4.2916683663496449e-002,4.749445639120177e-002,tanh,32,1,5,4,mae,nadam
1,2.7081416237565804e-002,4.4871920237364554e-002,relu,32,1,100,3,mae,adamax
1,1.0306266212995654e-003,6.62469088413448e-003,tanh,32,1,5,4,mse,nadam
1,2.3413392219001551e-002,3.786728833332477e-002,tanh,32,1,100,4,mae,adam
1,9.9423334380610985e-004,2.4194975295438251e-003,tanh,32,1,100,1,mse,adam
1,1.3191371426862922e-003,6.5365803189163822e-003,relu,32,1,20,2,mse,adam
1,5.9801360921179587e-003,3.0223135280232783e-003,tanh,32,1,50,1,mse,rmsprop
1,2.8236392342470142e-002,3.7926833837641144e-002,relu,32,1,20,1,mae,adam
1,1.447223764196995e-003,4.4251787631997257e-003,tanh,32,1,20,3,mse,rmsprop
1,2.1472447803602044e-003,6.4184663226204784e-003,relu,32,1,100,4,mse,adamax
1,2.0656403016226614e-003,1.0311664804540235e-002,tanh,32,1,5,4,mse,adamax
1,1.793112813951121e-003,8.6583728934503668e-003,relu,32,1,20,3,mse,adamax
1,1.2462489300237888e-003,5.0979037691412871e-003,relu,32,1,20,4,mse,nadam
1,9.0441401675264818e-004,3.6625695414873724e-003,tanh,32,1,20,2,mse,adam
1,3.3140883329715917e-002,6.1679037094727253e-002,relu,32,1,5,3,mae,adam
1,2.1242014417699434e-002,3.2044615257611257e-002,tanh,32,1,50,1,mae,adam
1,2.4614850770529433e-002,3.4039264556718338e-002,relu,32,1,100,1,mae,adamax
1,9.6861691540520265e-004,3.5705618699513487e-003,tanh,32,1,50,3,mse,nadam
1,1.2895380576461062e-003,3.495970665867148e-003,tanh,32,1,100,3,mse,nadam
1,1.1530843067420061e-003,5.2529654714167347e-003,tanh,32,1,5,3,mse,nadam
1,2.7748218526253983e-002,5.9395999095271594e-002,tanh,32,1,5,3,mae,adam
1,4.744721299102652e-002,4.309178851586519e-002,tanh,32,1,100,1,mae,rmsprop
1,2.386607079486153e-002,4.080582766891748e-002,tanh,32,1,20,3,mae,nadam
1,2.6034918535433091e-002,5.1861838901490112e-002,tanh,32,1,5,2,mae,adam
1,5.6990611539657074e-003,3.1912726722918071e-003,tanh,32,1,50,2,mse,rmsprop
1,2.0726760912310438e-003,6.0719810608941072e-003,tanh,32,1,5,2,mse,rmsprop
1,1.2224907932718834e-003,6.5044348844034532e-003,tanh,32,1,20,4,mse,adam
1,1.7104420348030822e-003,3.9130377195053367e-003,relu,32,1,5,1,mse,rmsprop
1,2.6239719396094305e-002,4.5195808255522468e-002,tanh,32,1,5,3,mae,nadam
1,1.1798570793866482e-003,3.8613212004326501e-003,tanh,32,1,50,3,mse,rmsprop
1,1.0406342513086513e-003,6.540185398935798e-003,relu,32,1,100,4,mse,adam
1,4.9590825741810791e-002,4.706648651868077e-002,tanh,32,1,100,3,mae,rmsprop
1,1.3053174266165943e-003,1.0044178847518194e-002,tanh,32,1,5,3,mse,adam
1,2.8433544684026781e-002,5.1706543864277844e-002,relu,32,1,50,4,mae,adam
1,3.6881975274034126e-002,6.6876355264637921e-002,relu,32,1,20,4,mae,adamax
1,1.7304563310381338e-003,4.8785731192193893e-003,relu,32,1,20,3,mse,nadam
1,3.1798682628450488e-002,4.3396442969714163e-002,tanh,32,1,100,2,mae,rmsprop
1,1.1761068032222694e-003,5.1547577443514419e-003,tanh,32,1,20,3,mse,adamax
1,2.5081339870222669e-003,1.0220517302205386e-002,tanh,32,1,5,4,mse,rmsprop
1,1.231660879518873e-003,6.50819911733478e-003,relu,32,1,20,3,mse,adam
1,3.3708404016220272e-002,5.7956434766599653e-002,relu,32,1,20,4,mae,rmsprop
1,3.1458321326094739e-002,3.8199218411731142e-002,relu,32,1,20,1,mae,nadam
1,2.2482307016358477e-002,3.5832715973688527e-002,relu,32,1,5,1,mse,adam
1,2.4621876343820334e-002,4.6418615363517435e-002,tanh,32,1,20,4,mae,adam
1,2.1730337051944638e-002,4.1928515445722229e-002,tanh,32,1,50,4,mae,adam
1,2.220608110342491e-002,4.37706040264648e-002,tanh,32,1,20,3,mae,adam
1,2.4377694492156328e-003,6.0103825221266959e-003,relu,32,1,5,1,mse,adamax
1,1.0133990917113238e-003,2.5953761214704599e-003,tanh,32,1,100,2,mse,adamax
1,2.6542067584429403e-002,3.8715201589554021e-002,tanh,32,1,20,2,mae,adam
1,3.0306165508318411e-002,5.2753606866923652e-002,relu,32,1,50,3,mae,adam
1,4.3110320998499756e-002,4.3029242768703166e-002,tanh,32,1,50,2,mae,rmsprop
1,3.0548102332158687e-002,4.931353496455302e-002,tanh,32,1,5,2,mae,adamax
1,7.205631997063284e-003,3.8450101080618779e-003,tanh,32,1,50,4,mse,nadam
1,2.717400198002839e-003,1.0242874835889513e-002,relu,32,1,5,2,mse,adam
1,3.9343660295223654e-002,5.4727041050444555e-002,relu,32,1,20,3,mae,rmsprop
1,2.0734030710880293e-002,3.8422363974424799e-002,tanh,32,1,100,4,mae,adamax
1,3.896506757872438e-002,6.622512134456901e-002,relu,32,1,5,2,mae,adam
1,2.4671492975379881e-002,4.2315271053209778e-002,relu,32,1,50,3,mae,nadam
1,6.5214431228884984e-002,4.4314970540339324e-002,tanh,32,1,50,3,mae,rmsprop
1,1.4075235922848014e-003,3.7539058327214847e-003,tanh,32,1,20,1,mse,adamax
1,1.2643067690496221e-003,3.0861296161891196e-003,tanh,32,1,20,1,mse,rmsprop
1,2.5319669654582641e-002,4.1787385711965448e-002,relu,32,1,20,2,mae,nadam
1,2.4033410265730136e-003,3.3091053528926453e-003,tanh,32,1,20,2,mse,nadam
1,4.6424368409779086e-002,3.955043155800652e-002,tanh,32,1,20,1,mae,rmsprop
1,1.6977934738881587e-003,8.3047358181417841e-003,tanh,32,1,5,3,mse,rmsprop
1,1.1276816366925793e-003,4.0740464253553764e-003,tanh,32,1,50,3,mse,adamax
1,1.9327158125665906e-003,6.6457497856066755e-003,relu,32,1,50,3,mse,adamax
1,1.1962725482660731e-003,2.7916469556914826e-003,tanh,32,1,5,1,mse,adam
1,2.3426677853445061e-003,8.1177716709860889e-003,relu,32,1,5,3,mse,nadam
1,2.2163577736632755e-002,4.4302689672446875e-002,relu,32,1,100,4,mae,adam
File renamed without changes.
File renamed without changes.
File renamed without changes.
File renamed without changes.

Large diffs are not rendered by default.

Loading

0 comments on commit c6db4e5

Please sign in to comment.