fjxmlzn/DoppelGANger
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
PythonBSD-3-Clause-Clear
Issues
- 7
Unable to run main.py in example_training
#48 opened by ArianKhorasani - 3
Inference from attributes
#47 opened by DanielDimanov - 6
unknown output type
#45 opened by Murmur0 - 8
- 26
Reproducing Figure 1 WWT again
#22 opened by CubicQubit - 6
Training time
#43 opened by Xingyyy01 - 0
Code of AR and HMM baseline
#44 opened by zhou-zl18 - 18
Attribute problematic result
#41 opened by tzimbolis - 1
Problem with tensorflow
#42 opened by AlexRepetti - 4
is_gen_flag
#40 opened by Murmur0 - 6
- 4
Generating time series with negative values
#39 opened by jankrans - 1
About two MLPs
#34 opened by Happyhappyhappy23 - 1
Dataset
#33 opened by Happyhappyhappy23 - 6
unreasonable output
#32 opened by JimmyZhan1213 - 24
- 7
Incomplete training
#30 opened by fjxmlzn - 3
The data generated ranges from 0 to 2
#28 opened by GuarderS - 2
Request for min/max used for feature and attribute normalization in input data
#27 opened by lipikaramaswamy - 2
- 6
Dynamic attributes / attributes with time stamp?
#26 opened by 89ng - 15
DP_Training
#23 opened by fxctydfty - 6
membership_inference_attack
#24 opened by fxctydfty - 10
generated_samples
#21 opened by fxctydfty - 1
Reproduce Figure 1 on WWT
#20 opened by CubicQubit - 1
Dataset Format
#19 opened by fxctydfty - 1
Timeseries with missing data
#18 opened by HarisNaveed17 - 4
Packing & Differential privacy
#15 opened by myrthewouters - 1
How to pre-specify the length of features
#17 opened by 89ng - 1
Real Valued Time Series with no attributes
#16 opened by AnkurDebnath35 - 12
Generating NAN values
#14 opened by fahadali127 - 2
Large dimensionality of the attributes (metadata) and possible alternatives to realize synthetic time series generation "translated" from real measured time series?
#13 opened by 89ng - 0
Runtime of DoppelGANger?
#12 opened by sharpe5 - 3
Error in summary.merge function
#11 opened by AbbasiAYE - 3
- 2
sample_len and sample_time
#9 opened by patricxu - 1
about mode-collapse
#8 opened by patricxu - 12
output feature has many 0.
#7 opened by Tulip4attoo - 4
Data Format [Question]
#5 opened by adamFinastra - 15
- 4
Time Series Length
#4 opened by firmai - 0
Python 3 compatibility
#2 opened by loehndorf - 1
Docstrings in DoppelGANger
#1 opened by loehndorf