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This repository has been archived by the owner on Sep 7, 2023. It is now read-only.

Issues: openclimatefix/predict_pv_yield

44 Open 33 Closed
44 Open 33 Closed
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Issues list

The files downloaded from the openclimatefix database are throwing a "blosc2" error.
#115 opened Sep 4, 2023 by kaizhai
1
GCS 404 bug Something isn't working
#114 opened Sep 4, 2023 by kaizhai
huggingface model name for OCF OptiFlow model
#113 opened Feb 9, 2023 by davidburtcam
2
Use Weights and Biases enhancement New feature or request
#107 opened Mar 2, 2022 by JackKelly
Try nvidia Tensor RT: Claims up to 6x speedup of pytorch with single line of code
#103 opened Dec 10, 2021 by JackKelly
New paper: "Improving Vision Transformer Efficiency and Accuracy by Learning to Tokenize" enhancement New feature or request
#101 opened Dec 7, 2021 by JackKelly
When running unittests: RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu! bug Something isn't working
#100 opened Dec 6, 2021 by JackKelly
Experiment with ensemble of models enhancement New feature or request machine learning model
#93 opened Nov 9, 2021 by JackKelly
Try without historical GSP PV data Data processing, loading, or analysis
#90 opened Oct 19, 2021 by JackKelly
3
Stop giving the ML model satellite images of the _future_! data Data processing, loading, or analysis machine learning model
#89 opened Oct 7, 2021 by JackKelly
2
Format docstrings so they pass pydocstyle's criteria documentation Improvements or additions to documentation enhancement New feature or request good first issue Good for newcomers
#81 opened Sep 16, 2021 by JackKelly
8
Extend National Electricity Demand forecast data Data processing, loading, or analysis enhancement New feature or request machine learning model
#80 opened Sep 7, 2021 by JackKelly WP1 stretch goals
Input into ML model recent PV data from all PV systems in the region of interest data Data processing, loading, or analysis
#78 opened Sep 7, 2021 by JackKelly WP1 essential tasks
Give self-attention raw, unprojected satellite imagery data Data processing, loading, or analysis
#64 opened Jul 26, 2021 by JackKelly WP1 stretch goals
Try 2d, 3d CNN before attention machine learning model
#63 opened Jul 26, 2021 by JackKelly
6
Visualise attention performance analysis: baselines & metrics
#62 opened Jul 26, 2021 by JackKelly WP1 essential tasks
Compute validation error per PV system and per time of day enhancement New feature or request performance analysis: baselines & metrics
#54 opened Jul 17, 2021 by JackKelly WP1 essential tasks
Use standard approach to pass hyper params into model (and log hyper params)
#52 opened Jul 12, 2021 by JackKelly WP1 essential tasks
Log more metrics enhancement New feature or request performance analysis: baselines & metrics
#50 opened Jul 10, 2021 by JackKelly
1 of 2 tasks
WP1 essential tasks
2
Dropout PV system ID & PV metadata machine learning model
#48 opened Jul 10, 2021 by JackKelly
Baseline: Predict PV from NWPs a few 10s of km away (to mimic ESO's solar forecasts) performance analysis: baselines & metrics
#47 opened Jul 9, 2021 by JackKelly
Find a good metric for measuring if the *timing* of the forecast is correct enhancement New feature or request performance analysis: baselines & metrics
#46 opened Jul 9, 2021 by JackKelly WP1 essential tasks
Simple "climatology" baseline: Neural net doesn't get sat image or weather forecasts. Just gets hour of day, day of year, geolocation, clearsky, and Solar azimuth and angle. enhancement New feature or request performance analysis: baselines & metrics
#45 opened Jul 8, 2021 by JackKelly WP1 essential tasks
Ongoing thread: Research results & design ideas machine learning model
#44 opened Jul 6, 2021 by JackKelly
2
When using a transformer, try learning-rate warm up and/or layer norm inside the residual blocks machine learning model
#43 opened Jul 4, 2021 by JackKelly
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