| \n", " | iteration | \n", "train_loss | \n", "train_recon | \n", "train_recon_mse | \n", "train_recon_nb | \n", "train_recon_zinb | \n", "train_recon_bce | \n", "train_kl | \n", "train_integ | \n", "train_cycle | \n", "... | \n", "mod_vec1_norm | \n", "cos_similarity_mod_vectors_1_2 | \n", "mod_vec2_norm | \n", "val_loss | \n", "val_recon | \n", "val_recon_mse | \n", "val_recon_nb | \n", "val_kl | \n", "val_integ | \n", "val_cycle | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "1000 | \n", "1.281238 | \n", "1.252636 | \n", "0.191197 | \n", "0.247464 | \n", "0.0 | \n", "0.0 | \n", "1352.329907 | \n", "0.284401 | \n", "0.0 | \n", "... | \n", "4.128789 | \n", "-0.14382 | \n", "3.806184 | \n", "1.194198 | \n", "1.164395 | \n", "0.134574 | \n", "0.238885 | \n", "1349.684731 | \n", "0.295336 | \n", "0 | \n", "
| 1 | \n", "2000 | \n", "1.179219 | \n", "1.155124 | \n", "0.132417 | \n", "0.235857 | \n", "0.0 | \n", "0.0 | \n", "1351.603687 | \n", "0.236631 | \n", "0.0 | \n", "... | \n", "4.128789 | \n", "-0.14382 | \n", "3.806184 | \n", "1.128360 | \n", "1.104317 | \n", "0.101970 | \n", "0.231134 | \n", "1347.760581 | \n", "0.235039 | \n", "0 | \n", "
| 2 | \n", "3000 | \n", "1.127315 | \n", "1.106403 | \n", "0.110547 | \n", "0.229331 | \n", "0.0 | \n", "0.0 | \n", "1348.860449 | \n", "0.202112 | \n", "0.0 | \n", "... | \n", "4.128789 | \n", "-0.14382 | \n", "3.806184 | \n", "1.096603 | \n", "1.076128 | \n", "0.090031 | \n", "0.226013 | \n", "1344.979233 | \n", "0.196676 | \n", "0 | \n", "
| 3 | \n", "4000 | \n", "1.104586 | \n", "1.086720 | \n", "0.099029 | \n", "0.226681 | \n", "0.0 | \n", "0.0 | \n", "1346.952100 | \n", "0.168960 | \n", "0.0 | \n", "... | \n", "4.128789 | \n", "-0.14382 | \n", "3.806184 | \n", "1.079461 | \n", "1.060801 | \n", "0.086173 | \n", "0.222395 | \n", "1341.858979 | \n", "0.175867 | \n", "0 | \n", "
| 4 | \n", "5000 | \n", "1.082242 | \n", "1.064107 | \n", "0.092089 | \n", "0.223900 | \n", "0.0 | \n", "0.0 | \n", "1340.513281 | \n", "0.169018 | \n", "0.0 | \n", "... | \n", "4.128789 | \n", "-0.14382 | \n", "3.806184 | \n", "1.069361 | \n", "1.051089 | \n", "0.085102 | \n", "0.219676 | \n", "1339.234375 | \n", "0.169326 | \n", "0 | \n", "
| 5 | \n", "6000 | \n", "1.089115 | \n", "1.071339 | \n", "0.101873 | \n", "0.221395 | \n", "0.0 | \n", "0.0 | \n", "1341.709644 | \n", "0.164347 | \n", "0.0 | \n", "... | \n", "4.128789 | \n", "-0.14382 | \n", "3.806184 | \n", "1.062048 | \n", "1.043866 | \n", "0.084648 | \n", "0.217575 | \n", "1337.804193 | \n", "0.168444 | \n", "0 | \n", "
| 6 | \n", "7000 | \n", "1.079410 | \n", "1.058153 | \n", "0.091681 | \n", "0.221884 | \n", "0.0 | \n", "0.0 | \n", "1341.503418 | \n", "0.199152 | \n", "0.0 | \n", "... | \n", "4.128789 | \n", "-0.14382 | \n", "3.806184 | \n", "1.056229 | \n", "1.038109 | \n", "0.084331 | \n", "0.215910 | \n", "1337.132318 | \n", "0.167825 | \n", "0 | \n", "
| 7 | \n", "8000 | \n", "1.078983 | \n", "1.061346 | \n", "0.098952 | \n", "0.220029 | \n", "0.0 | \n", "0.0 | \n", "1340.058960 | \n", "0.162969 | \n", "0.0 | \n", "... | \n", "4.128789 | \n", "-0.14382 | \n", "3.806184 | \n", "1.051402 | \n", "1.033299 | \n", "0.083945 | \n", "0.214563 | \n", "1336.960839 | \n", "0.167658 | \n", "0 | \n", "
| 8 | \n", "9000 | \n", "1.063679 | \n", "1.046056 | \n", "0.098680 | \n", "0.213749 | \n", "0.0 | \n", "0.0 | \n", "1337.797607 | \n", "0.162852 | \n", "0.0 | \n", "... | \n", "4.128789 | \n", "-0.14382 | \n", "3.806184 | \n", "1.047586 | \n", "1.029424 | \n", "0.083704 | \n", "0.213460 | \n", "1336.729826 | \n", "0.168259 | \n", "0 | \n", "
| 9 | \n", "9999 | \n", "1.064001 | \n", "1.046076 | \n", "0.093060 | \n", "0.213389 | \n", "0.0 | \n", "0.0 | \n", "1340.307544 | \n", "0.165848 | \n", "0.0 | \n", "... | \n", "4.128789 | \n", "-0.14382 | \n", "3.806184 | \n", "1.044466 | \n", "1.026279 | \n", "0.083553 | \n", "0.212547 | \n", "1336.563983 | \n", "0.168504 | \n", "0 | \n", "
10 rows × 23 columns
\n", "