From 6aca4a7e1e4c2805fa744876e062bf6d689a444e Mon Sep 17 00:00:00 2001 From: wassname Date: Sun, 1 Nov 2020 16:30:13 +0800 Subject: [PATCH] data images --- README.md | 22 ++++++++++++++++++-- reports/figures/data_batches_appliances.png | Bin 0 -> 80369 bytes reports/figures/data_batches_currents.png | Bin 0 -> 81948 bytes reports/figures/data_batches_gas.png | Bin 0 -> 61625 bytes reports/figures/data_batches_pm25.png | Bin 0 -> 77913 bytes reports/figures/data_batches_traffic.png | Bin 0 -> 97264 bytes seq2seq_time/data/data.py | 6 ++++-- seq2seq_time/data/dataset.py | 2 +- 8 files changed, 25 insertions(+), 5 deletions(-) create mode 100644 reports/figures/data_batches_appliances.png create mode 100644 reports/figures/data_batches_currents.png create mode 100644 reports/figures/data_batches_gas.png create mode 100644 reports/figures/data_batches_pm25.png create mode 100644 reports/figures/data_batches_traffic.png diff --git a/README.md b/README.md index bc213bc..221a239 100644 --- a/README.md +++ b/README.md @@ -66,7 +66,21 @@ Using sequence to sequence interfaces for timeseries regression -Project Organization +## Datasets + +To ensure a robust score we use multiple multivariate regression timeseries. + +For more see [notebooks/01.0-mc-datasets.ipynb](notebooks/01.0-mc-datasets.ipynb) + +![](reports/figures/data_batches_appliances.png) +![](reports/figures/data_batches_currents.png) +![](reports/figures/data_batches_gas.png) +![](reports/figures/data_batches_pm25.png) +![](reports/figures/data_batches_traffice.png) + + + +## Project Organization ------------ ├── LICENSE @@ -84,7 +98,7 @@ Project Organization ├── reports <- Generated analysis as HTML, PDF, LaTeX, etc. │   └── figures <- Generated graphics and figures to be used in reporting │ - ├── requirements.txt <- The requirements file for reproducing the analysis environment, e.g. + ├── requirements <- The requirements folder for reproducing the analysis environment, e.g. │ generated with `pip freeze > requirements.txt` │ ├── setup.py <- makes project pip installable (pip install -e .) so src can be imported @@ -96,3 +110,7 @@ Project Organization --------

Project based on the cookiecutter data science project template. #cookiecutterdatascience

+ +```python + +``` diff --git a/reports/figures/data_batches_appliances.png b/reports/figures/data_batches_appliances.png new file mode 100644 index 0000000000000000000000000000000000000000..9bd42d76d6ca7d2287d511da499e45e71079950b GIT binary patch literal 80369 zcmbq(bx@qqv*nNwfQ{UW~?t5?d>C@-?Lgi$Bp&;TT0ssIMaWP>90N`B&007eu{|Pi3^e#DW;Ja!y%Xps@nB6mHc3;-`u&#>-K!*16Vv^@8rJJk)<6YBxPUG_CR{Q!n?}}7=m%uDe9sgy zR_J>GvylGRv45BP;e$fi{xc1eVjB8QmtKV2|Jx+IK(UpYBn<@8z?h4x~#n-@?g2+N0nSt~K8>z2+%q)&sE!?e+qSEshfwOa(h^On4aXQBqwMFGaS8qTy)jJ(Ngm?5eOsMW zLQD2ksriF~-QybCo1P}xme!#=MrZeVtO@>rt_z0uIOd*rNhcmJ6T=mwT0W$@jJ zy`k?rMO}7Or6d=)YM79nZP5Zj96i_FA>)Cx%52DRhHjtWJOcPECF{#~1rpU$9|_{) z88vH?TA4dG-8=D#yqgp*zRJ_qn-mVX@P4m$%xYvXbu7b*DG2MPw_IqqFIlfMed#~B zp)Xzc&EFbn!2GrZV_EBr?n=p*ty!hvPt99@Zu#+txji)?5I784%y3dyICx*0$J9~P z$jRdfPCBL35)8RwT+evzN5G*ApEouJMbWQS^WI)g&~Aw9X16;TPD57xonCmBvYH@C zs&{}Sa=fMq$^%!8{K}gEXgJvZ{3z-!8U`;Yr4?rY<5#83HC|s+A0YzpOOSTgRHYBA 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'Q1', 'M4', 'M6', 'S4', 'MK3', 'MM', 'SSA', 'SA', 'SPD']] @@ -340,6 +342,6 @@ class IMOSCurrentsVel(RegressionForecastData): has_past = df.SPD.isna().rolling(48).sum()<5 df = df[has_past] - df = df.resample('10T').first() + df = df.resample('30T').mean() return df diff --git a/seq2seq_time/data/dataset.py b/seq2seq_time/data/dataset.py index 7065d89..7f2ff7c 100644 --- a/seq2seq_time/data/dataset.py +++ b/seq2seq_time/data/dataset.py @@ -31,7 +31,7 @@ class Seq2SeqDataSet(torch.utils.data.Dataset): assert df.index.freq is not None, 'should have freq' assert_no_objects(df) - self.freq = df.index.freq + self.freq = df.index.freq.freqstr self.df = df.dropna(subset=columns_target).ffill() self.window_past = window_past