|
| 1 | +Dataset_id,cta_actinn,cta_actinn_best_yaml,cta_actinn_best_res,cta_actinn_run_stats |
| 2 | +e40c6272-af77-4a10-9385-62a398884f27,"step2:https://wandb.ai/xzy11632/dance-dev/sweeps/8izf00fq|step3:https://wandb.ai/xzy11632/dance-dev/sweeps/60jnxyqe,https://wandb.ai/xzy11632/dance-dev/sweeps/oi5dwmnr,https://wandb.ai/xzy11632/dance-dev/sweeps/omvup8nd","- type: filter.gene |
| 3 | + target: FilterGenesPlaceHolder |
| 4 | + params: {} |
| 5 | +- type: normalize |
| 6 | + target: ScTransform |
| 7 | + params: |
| 8 | + processes_num: 8 |
| 9 | +- type: filter.gene |
| 10 | + target: FilterGenesNumberPlaceHolder |
| 11 | + params: {} |
| 12 | +- type: feature.cell |
| 13 | + params: |
| 14 | + out: feature.cell |
| 15 | + log_level: INFO |
| 16 | + split_name: train |
| 17 | + target: WeightedFeaturePCA |
| 18 | +- type: misc |
| 19 | + target: SetConfig |
| 20 | + params: |
| 21 | + config_dict: |
| 22 | + feature_channel: feature.cell |
| 23 | + label_channel: cell_type |
| 24 | +",0.3941039443016052,all_total_runs:600|all_finished_runs:491|step2_total_runs:540|step2_finished_runs:450|step3_0_total_runs:20|step3_0_finished_runs:1|step3_1_total_runs:20|step3_1_finished_runs:20|step3_2_total_runs:20|step3_2_finished_runs:20|finished_rate:81.83% |
| 25 | +6a270451-b4d9-43e0-aa89-e33aac1ac74b,"step2:https://wandb.ai/xzy11632/dance-dev/sweeps/h9h46fsq|step3:https://wandb.ai/xzy11632/dance-dev/sweeps/fh35mitj,https://wandb.ai/xzy11632/dance-dev/sweeps/lzx18s0e,https://wandb.ai/xzy11632/dance-dev/sweeps/tvi3f3a1","- type: filter.gene |
| 26 | + target: FilterGenesScanpyOrder |
| 27 | + params: |
| 28 | + order: |
| 29 | + - min_counts |
| 30 | + - min_cells |
| 31 | + - max_cells |
| 32 | + - max_counts |
| 33 | + min_counts: 431 |
| 34 | + min_cells: 0.09906132245998966 |
| 35 | + max_counts: 0.923950882549364 |
| 36 | + max_cells: 0.981253017438922 |
| 37 | +- type: normalize |
| 38 | + target: ScaleFeature |
| 39 | + params: |
| 40 | + mode: l2 |
| 41 | + eps: 0.7 |
| 42 | +- type: filter.gene |
| 43 | + target: HighlyVariableGenesLogarithmizedByTopGenes |
| 44 | + params: |
| 45 | + n_top_genes: 2113 |
| 46 | + n_bins: 15 |
| 47 | + flavor: seurat |
| 48 | +- type: feature.cell |
| 49 | + target: GaussRandProjFeature |
| 50 | + params: |
| 51 | + out: feature.cell |
| 52 | + log_level: INFO |
| 53 | + n_components: 885 |
| 54 | +- type: misc |
| 55 | + target: SetConfig |
| 56 | + params: |
| 57 | + config_dict: |
| 58 | + feature_channel: feature.cell |
| 59 | + label_channel: cell_type |
| 60 | +",0.4375,all_total_runs:600|all_finished_runs:509|step2_total_runs:540|step2_finished_runs:449|step3_0_total_runs:20|step3_0_finished_runs:20|step3_1_total_runs:20|step3_1_finished_runs:20|step3_2_total_runs:20|step3_2_finished_runs:20|finished_rate:84.83% |
| 61 | +d6dfdef1-406d-4efb-808c-3c5eddbfe0cb,"step2:https://wandb.ai/xzy11632/dance-dev/sweeps/w4ju135u|step3:https://wandb.ai/xzy11632/dance-dev/sweeps/8plcumyk,https://wandb.ai/xzy11632/dance-dev/sweeps/67bwy8sx,https://wandb.ai/xzy11632/dance-dev/sweeps/ltrjfmqu","- type: filter.gene |
| 62 | + target: FilterGenesPlaceHolder |
| 63 | + params: {} |
| 64 | +- type: normalize |
| 65 | + target: ScTransform |
| 66 | + params: |
| 67 | + processes_num: 8 |
| 68 | +- type: filter.gene |
| 69 | + target: HighlyVariableGenesLogarithmizedByTopGenes |
| 70 | + params: |
| 71 | + n_top_genes: 3000 |
| 72 | +- type: feature.cell |
| 73 | + params: |
| 74 | + out: feature.cell |
| 75 | + log_level: INFO |
| 76 | + split_name: train |
| 77 | + target: WeightedFeaturePCA |
| 78 | +- type: misc |
| 79 | + target: SetConfig |
| 80 | + params: |
| 81 | + config_dict: |
| 82 | + feature_channel: feature.cell |
| 83 | + label_channel: cell_type |
| 84 | +",0.580926775932312,all_total_runs:600|all_finished_runs:473|step2_total_runs:540|step2_finished_runs:450|step3_0_total_runs:20|step3_0_finished_runs:0|step3_1_total_runs:20|step3_1_finished_runs:3|step3_2_total_runs:20|step3_2_finished_runs:20|finished_rate:78.83% |
0 commit comments