format spacetravlr_training_log v1 gene Abca8a seed_only false per_cell_cnn_export true cnn_epochs_config 10 learning_rate 0.0002 lasso_n_iter_max 100 lasso_tol 0.0001 # summary: cluster_id, n_cells, n_modulators, lasso_r2, lasso_train_mse, lasso_fista_iters, lasso_converged, cnn_epochs_ran, cnn_mse_first, cnn_mse_last cluster_id n_cells n_modulators lasso_r2 lasso_train_mse lasso_fista_iters lasso_converged cnn_epochs_ran cnn_mse_first cnn_mse_last 0 263 626 0.685112 0.000008 100 false 10 0.000194 0.000023 1 752 626 0.392904 0.000033 100 false 10 0.000133 0.000036 2 4234 626 0.374268 0.000047 100 false 10 0.000140 0.000059 3 3435 626 0.693048 0.003142 100 false 10 0.004443 0.003538 4 77 626 0.000000 0.000000 1 true 10 0.000000 0.000000 5 220 626 0.812069 0.000424 100 false 10 0.000543 0.000452 6 2395 626 0.304314 0.000064 100 false 10 0.000111 0.000070 7 14 626 0.000000 0.000000 1 true 10 0.000000 0.000000 8 534 626 0.529011 0.000896 100 false 10 0.001537 0.001028 9 232 626 0.939726 0.004987 100 false 10 0.034615 0.009933 10 108 626 0.000000 0.000000 1 true 10 0.000000 0.000000 # cnn_mse_by_epoch: cluster_id, epoch, train_mse cluster_id epoch train_mse 0 0 0.000194 0 1 0.000166 0 2 0.000140 0 3 0.000116 0 4 0.000094 0 5 0.000074 0 6 0.000057 0 7 0.000043 0 8 0.000031 0 9 0.000023 1 0 0.000133 1 1 0.000117 1 2 0.000102 1 3 0.000087 1 4 0.000074 1 5 0.000063 1 6 0.000053 1 7 0.000046 1 8 0.000040 1 9 0.000036 2 0 0.000140 2 1 0.000126 2 2 0.000113 2 3 0.000102 2 4 0.000092 2 5 0.000083 2 6 0.000075 2 7 0.000069 2 8 0.000063 2 9 0.000059 3 0 0.004443 3 1 0.004188 3 2 0.004018 3 3 0.003908 3 4 0.003834 3 5 0.003776 3 6 0.003722 3 7 0.003665 3 8 0.003604 3 9 0.003538 4 0 0.000000 4 1 0.000000 4 2 0.000000 4 3 0.000000 4 4 0.000000 4 5 0.000000 4 6 0.000000 4 7 0.000000 4 8 0.000000 4 9 0.000000 5 0 0.000543 5 1 0.000510 5 2 0.000494 5 3 0.000488 5 4 0.000486 5 5 0.000482 5 6 0.000476 5 7 0.000468 5 8 0.000460 5 9 0.000452 6 0 0.000111 6 1 0.000099 6 2 0.000088 6 3 0.000080 6 4 0.000074 6 5 0.000071 6 6 0.000069 6 7 0.000068 6 8 0.000069 6 9 0.000070 7 0 0.000000 7 1 0.000000 7 2 0.000000 7 3 0.000000 7 4 0.000000 7 5 0.000000 7 6 0.000000 7 7 0.000000 7 8 0.000000 7 9 0.000000 8 0 0.001537 8 1 0.001386 8 2 0.001268 8 3 0.001181 8 4 0.001123 8 5 0.001086 8 6 0.001064 8 7 0.001050 8 8 0.001039 8 9 0.001028 9 0 0.034615 9 1 0.025113 9 2 0.017436 9 3 0.011905 9 4 0.008608 9 5 0.007350 9 6 0.007585 9 7 0.008528 9 8 0.009456 9 9 0.009933 10 0 0.000000 10 1 0.000000 10 2 0.000000 10 3 0.000000 10 4 0.000000 10 5 0.000000 10 6 0.000000 10 7 0.000000 10 8 0.000000 10 9 0.000000