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examples
examples
 
 
import-cnn-lstm-adamw-res-more
import-cnn-lstm-adamw-res-more
 
 
import-cnn-lstm-res
import-cnn-lstm-res
 
 
import-cnn-lstm
import-cnn-lstm
 
 
import-delu
import-delu
 
 
import-rtdl_num_embeddings
import-rtdl_num_embeddings
 
 
import-rtdl_revisiting_models
import-rtdl_revisiting_models
 
 
import-tabm-inference
import-tabm-inference
 
 
import-util
import-util
 
 
kaggle_evaluation
kaggle_evaluation
 
 
wandb
wandb
 
 
.gitignore
.gitignore
 
 
.mypy.ini
.mypy.ini
 
 
10_train_cnn_lstm.ipynb
10_train_cnn_lstm.ipynb
 
 
11_infer-cnn-lstm.ipynb
11_infer-cnn-lstm.ipynb
 
 
12_train_cnn_lstm_res.ipynb
12_train_cnn_lstm_res.ipynb
 
 
13_train_cnn_lstm_res_more.ipynb
13_train_cnn_lstm_res_more.ipynb
 
 
14_infer-cnn-lstm-all.ipynb
14_infer-cnn-lstm-all.ipynb
 
 
15_train_cnn_lstm_res_more_wandb.ipynb
15_train_cnn_lstm_res_more_wandb.ipynb
 
 
1_preprocess.ipynb
1_preprocess.ipynb
 
 
2_train_xgb.ipynb
2_train_xgb.ipynb
 
 
3_train_nn.ipynb
3_train_nn.ipynb
 
 
4_train_catboost_holdout.ipynb
4_train_catboost_holdout.ipynb
 
 
5_train_lgb.ipynb
5_train_lgb.ipynb
 
 
6_train_tabm.ipynb
6_train_tabm.ipynb
 
 
7_infer_tabm.ipynb
7_infer_tabm.ipynb
 
 
8_train_1dcnn.ipynb
8_train_1dcnn.ipynb
 
 
99_ensemble-w-brian-s-cnn-lstm.ipynb
99_ensemble-w-brian-s-cnn-lstm.ipynb
 
 
9_train_lstm.ipynb
9_train_lstm.ipynb
 
 
README.md
README.md
 
 
setup_kaggle.sh
setup_kaggle.sh
 
 
setup_micromamba.sh
setup_micromamba.sh
 
 
setup_uv.sh
setup_uv.sh
 
 
startup.sh
startup.sh
 
 

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main

kaggle datasets create -p import-delu
kaggle datasets create -p import-rtdl_revisiting_models
kaggle datasets create -p import-rtdl_num_embeddings

pip download --no-deps delu -d import-delu
pip download rtdl_num_embeddings -d ./import-rtdl_num_embeddings
pip download rtdl_revisiting_models -d ./import-rtdl_revisiting_models

!pip install delu --no-index --find-links=file:///kaggle/input/js-delu
!pip install rtdl_revisiting_models --no-index --find-links=file:///kaggle/input/js-rtdl-models
!pip install rtdl_num_embeddings --no-index --find-links=file:///kaggle/input/js-rtdl-embeddings

scp -r ~/.kaggle vastai1:~/.kaggle
scp ~/.ssh/enigma_ssh_key_rsa vastai1:~/.ssh/enigma_ssh_key_rsa

$ eval "$(ssh-agent -s)" && ssh-add ~/.ssh/enigma_ssh_key_rsa 
$ git config --global user.email "[email protected]" && git config --global user.name "brian bae"
$ echo 'eval "$(ssh-agent -s)" && ssh-add ~/.ssh/enigma_ssh_key_rsa' >> ~/.bashrc

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