KDD-OpenSource/DeepADoTS

Issues

• The problem with allocating memory for training and predicting the DAGMM model

  #217 opened 14 days ago by MartyanovVV
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• Version conflicts

  #216 opened a year ago by Blackandwhite23
  1

• Could you provide other examples similar to the sample code of mnist autoencoder

  #215 opened 2 years ago by zulihit
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• Hello, how can I get the PR F1 score

  #214 opened 2 years ago by zulihit
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• ModuleNotFoundError: No module named 'agots.generators'

  #212 opened 3 years ago by Donek1
  2

• Performance issues in src/algorithms/donut.py(P2)

  #209 opened 3 years ago by DLPerf
  1

• Unable to run repository

  #206 opened 4 years ago by Jeremaiha-xmetix
  2

• cannot really change the hidden size in DAGMM

  #204 opened 4 years ago by yuehu9
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• DGAMM-LSTM cannot run on gpu

  #203 opened 4 years ago by yuehu9
  2

• Link to the paper

  #190 opened 5 years ago by astha-chem
  3

• Getting negative determinant running dagmm

  #201 opened 5 years ago by wolhandlerdeb
  1

• Use for univariate data

  #202 opened 5 years ago by ivanokeeffe
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• Autoencoder Algorithm

  #198 opened 5 years ago by trungkien210493
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• How can I use my data in main.py?

  #189 opened 5 years ago by AliAzG
  1

• How to use Donut model?

  #188 opened 5 years ago by AliAzG
  1

• TypeError on model.predict when using gpu

  #193 opened 5 years ago by HenningBuhl
  3

• Incompatible with recent tfsnippets releases

  #191 opened 5 years ago by rob-med
  1

• Media

  #186 opened 6 years ago by WGierke
  0

• Extremeness: Instead of setting x_t to 10, set x_t to x_(t-1) + 10

  #114 opened 6 years ago by WGierke
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• remove usage of .cpu() in LSTMED and LSTMAD

  #109 opened 6 years ago by xasetl
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• Train on more data

  #159 opened 6 years ago by Chaoste
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• Formalize Section 4

  #167 opened 6 years ago by WGierke
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• Add Experiment: window-based vs. LSTM-based

  #170 opened 6 years ago by WGierke
  1

• Unify Architectures and Hyperparameters

  #168 opened 6 years ago by WGierke
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• Plot forecasts and reconstructions

  #169 opened 6 years ago by WGierke
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• dagmm score

  #147 opened 6 years ago by xasetl
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• Donut variables not correctly initialized?

  #156 opened 6 years ago by Chaoste
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• More experiments

  #100 opened 6 years ago by maxifischer
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• Merged LaTex results are not correctly saved

  #129 opened 6 years ago by WGierke
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• plot_auroc: TypeError: 'NoneType' object is not subscriptable

  #88 opened 6 years ago by WGierke
  1

• LSTMED is too slow

  #130 opened 6 years ago by WGierke
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• Training missing outliers (75%) on DAGMM throws Exception

  #79 opened 6 years ago by maxifischer
  2

• mkdir evaluators

  #133 opened 6 years ago by xasetl
  1

• Include external benchmark datasets

  #124 opened 6 years ago by xasetl
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• DAGMM_LSTMAutoEncoder_withoutWindow: RuntimeError: Lapack Error getrf : U(3,3) is 0, U is singular at /pytorch/aten/src/TH/generic/THTensorLapack.c:514

  #104 opened 6 years ago by WGierke
  2

• Donut on Syn Extreme Outliers (mis=0.225): The shape of ``arrays[1]`` does not agree with the shape of `timestamp` ((2100,) vs (1628,))

  #121 opened 6 years ago by WGierke
  1

• LSTM-AD von Syn Extreme Outliers (mis=0.025)

  #112 opened 6 years ago by WGierke
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• Add Sliding Window to DAGMM

  #76 opened 6 years ago by WGierke
  1

• ValueError in Donut

  #78 opened 6 years ago by maxifischer
  2

• Evaluate Multi-scale experiment

  #101 opened 6 years ago by maxifischer
  1

• LSTMED: numpy.linalg.linalg.LinAlgError: singular matrix

  #116 opened 6 years ago by WGierke
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• DAGMM_NNAutoEncoder_withWindow: RuntimeError: Expected object of type torch.FloatTensor but found type torch.cuda.FloatTensor for argument #4 'mat1'

  #96 opened 6 years ago by WGierke
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• DAGMM_LSTMAutoEncoder_withWindow: RuntimeError: parameter types mismatch

  #95 opened 6 years ago by WGierke
  1

• DAGMM_LSTMAutoEncoder_withWindow: RuntimeError: cuda runtime error (77) : an illegal memory access was encountered at /pytorch/aten/src/THC/generic/THCTensorCopy.c:20

  #94 opened 6 years ago by WGierke
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• DAGMM_LSTMAutoEncoder_withWindow: RuntimeError: CUDNN_STATUS_EXECUTION_FAILED

  #93 opened 6 years ago by WGierke
  1

• Recurrent EBM: tensorflow.python.framework.errors_impl.InternalError: Failed to create session.

  #92 opened 6 years ago by WGierke
  1

• LSTMAD: RuntimeError: Creating MTGP constants failed. at /pytorch/aten/src/THC/THCTensorRandom.cu:34

  #91 opened 6 years ago by WGierke
  1

• All models should support CUDA

  #89 opened 6 years ago by WGierke
  1

• Training Donut on Missing Values Outlier (100%) throws ValueError

  #81 opened 6 years ago by maxifischer
  2

• Training LSTM-Enc-Dec on Missing ouliers (100%) throws RuntimeError

  #80 opened 6 years ago by maxifischer
  2