Files

.vscode
Final Plots for the research
Plots
__pycache__
helpful_notebooks
models
.gitattributes
.gitignore
Basic_modeling_of_the_data.ipynb
Data Transformation Pipeline.ipynb
Data_Preprocessing.ipynb
Exploring_ashrae_dataset_.ipynb
FINAL -- LSTM approach with added weekends.ipynb
FINAL -- LSTM approach_ADAM.py
FINAL -- LSTM approach_SGD.py
Final -- GRU approach_Adam.py
Final -- RNN approach_Adam.ipynb
Final -- Transformer approach_Adam.py
Final -- Transformer approach_SGD.py
Final--LSTM approach--.ipynb
Fine-tuning our models and creating final plots.ipynb
LSTM per hour 0.83% .ipynb
Operations done on test_df.ipynb
Picking_our_data.ipynb
README.md
Training our models and creating final plots.ipynb
Trying--LSTM_approach.ipynb
analyzing our building data.ipynb
data_fetcher.py
data_fetcher_class.ipynb
data_for_finetuning_models_over_15_epochs.py
data_for_training_models_from_scratch.py
data_pipeline.py
diff_models.jpeg
our_chosen_building_data.ipynb
plotting_notebook.ipynb
testing_models_with_correct_transformations.py
testing_our_models.py
to_open_jupyter_using_google_colab.cmd
trying Transformers for timeseries.py
week_research.jpeg
week_research.png

to_open_jupyter_using_google_colab.cmd

a short cut to use colab locally

Oct 25, 2021

204f459 · Oct 25, 2021