Multimodal Datasets with Controllable Mutual Information
Collection
2 items • Updated
dataset_size int64 10k 10k | batch_size int64 64 64 | cov_theta null | theta_var null | cov_images null | cov_seed null | labels listlengths 2 2 | sample_seed int64 42 42 | epsilon float64 0 0 | delta float64 0 0 | dataset_name stringclasses 1 value | dataset_loc stringclasses 10 values | checkpoint_path stringclasses 1 value | timestep_size int64 100 100 | job_id int64 0 0 | generation_paradigm stringclasses 1 value | N_u_theta int64 1 1 | N_mod int64 2 2 | N_u int64 2 2 | alpha float64 1 1 | beta float64 1 1 | eta_arg listlengths 1 1 | rho_theta_arg listlengths 1 1 | rho_arg listlengths 2 2 | debug int64 0 0 | percentile_to_align float64 0.95 0.95 | T_vectors_method stringclasses 1 value | DAG_theta listlengths 2 2 | DAG_ul listlengths 2 2 | calculate_MI stringclasses 1 value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10,000 | 64 | null | null | null | null | [
1,
6
] | 42 | 0.000001 | 0.000001 | simple_fig1_DAG | ./output_dir/datasets/simple_fig1_DAG_rhoTheta_0p001 | ./output_dir/checkpoint-cond-699.pth | 100 | 0 | constructive | 1 | 2 | 2 | 1 | 1 | [
1
] | [
0.001
] | [
0.1,
0.1
] | 0 | 0.95 | ones | [
[
1
],
[
1
]
] | [
[
1,
0
],
[
0,
1
]
] | numerical |
10,000 | 64 | null | null | null | null | [
1,
6
] | 42 | 0.000001 | 0.000001 | simple_fig1_DAG | ./output_dir/datasets/simple_fig1_DAG_rhoTheta_0p002 | ./output_dir/checkpoint-cond-699.pth | 100 | 0 | constructive | 1 | 2 | 2 | 1 | 1 | [
1
] | [
0.002
] | [
0.1,
0.1
] | 0 | 0.95 | ones | [
[
1
],
[
1
]
] | [
[
1,
0
],
[
0,
1
]
] | numerical |
10,000 | 64 | null | null | null | null | [
1,
6
] | 42 | 0.000001 | 0.000001 | simple_fig1_DAG | ./output_dir/datasets/simple_fig1_DAG_rhoTheta_0p003 | ./output_dir/checkpoint-cond-699.pth | 100 | 0 | constructive | 1 | 2 | 2 | 1 | 1 | [
1
] | [
0.003
] | [
0.1,
0.1
] | 0 | 0.95 | ones | [
[
1
],
[
1
]
] | [
[
1,
0
],
[
0,
1
]
] | numerical |
10,000 | 64 | null | null | null | null | [
1,
6
] | 42 | 0.000001 | 0.000001 | simple_fig1_DAG | ./output_dir/datasets/simple_fig1_DAG_rhoTheta_0p004 | ./output_dir/checkpoint-cond-699.pth | 100 | 0 | constructive | 1 | 2 | 2 | 1 | 1 | [
1
] | [
0.004
] | [
0.1,
0.1
] | 0 | 0.95 | ones | [
[
1
],
[
1
]
] | [
[
1,
0
],
[
0,
1
]
] | numerical |
10,000 | 64 | null | null | null | null | [
1,
6
] | 42 | 0.000001 | 0.000001 | simple_fig1_DAG | ./output_dir/datasets/simple_fig1_DAG_rhoTheta_0p005 | ./output_dir/checkpoint-cond-699.pth | 100 | 0 | constructive | 1 | 2 | 2 | 1 | 1 | [
1
] | [
0.005
] | [
0.1,
0.1
] | 0 | 0.95 | ones | [
[
1
],
[
1
]
] | [
[
1,
0
],
[
0,
1
]
] | numerical |
10,000 | 64 | null | null | null | null | [
1,
6
] | 42 | 0.000001 | 0.000001 | simple_fig1_DAG | ./output_dir/datasets/simple_fig1_DAG_rhoTheta_0p006 | ./output_dir/checkpoint-cond-699.pth | 100 | 0 | constructive | 1 | 2 | 2 | 1 | 1 | [
1
] | [
0.006
] | [
0.1,
0.1
] | 0 | 0.95 | ones | [
[
1
],
[
1
]
] | [
[
1,
0
],
[
0,
1
]
] | numerical |
10,000 | 64 | null | null | null | null | [
1,
6
] | 42 | 0.000001 | 0.000001 | simple_fig1_DAG | ./output_dir/datasets/simple_fig1_DAG_rhoTheta_0p007 | ./output_dir/checkpoint-cond-699.pth | 100 | 0 | constructive | 1 | 2 | 2 | 1 | 1 | [
1
] | [
0.007
] | [
0.1,
0.1
] | 0 | 0.95 | ones | [
[
1
],
[
1
]
] | [
[
1,
0
],
[
0,
1
]
] | numerical |
10,000 | 64 | null | null | null | null | [
1,
6
] | 42 | 0.000001 | 0.000001 | simple_fig1_DAG | ./output_dir/datasets/simple_fig1_DAG_rhoTheta_0p008 | ./output_dir/checkpoint-cond-699.pth | 100 | 0 | constructive | 1 | 2 | 2 | 1 | 1 | [
1
] | [
0.008
] | [
0.1,
0.1
] | 0 | 0.95 | ones | [
[
1
],
[
1
]
] | [
[
1,
0
],
[
0,
1
]
] | numerical |
10,000 | 64 | null | null | null | null | [
1,
6
] | 42 | 0.000001 | 0.000001 | simple_fig1_DAG | ./output_dir/datasets/simple_fig1_DAG_rhoTheta_0p009 | ./output_dir/checkpoint-cond-699.pth | 100 | 0 | constructive | 1 | 2 | 2 | 1 | 1 | [
1
] | [
0.009
] | [
0.1,
0.1
] | 0 | 0.95 | ones | [
[
1
],
[
1
]
] | [
[
1,
0
],
[
0,
1
]
] | numerical |
10,000 | 64 | null | null | null | null | [
1,
6
] | 42 | 0.000001 | 0.000001 | simple_fig1_DAG | ./output_dir/datasets/simple_fig1_DAG_rhoTheta_0p010 | ./output_dir/checkpoint-cond-699.pth | 100 | 0 | constructive | 1 | 2 | 2 | 1 | 1 | [
1
] | [
0.01
] | [
0.1,
0.1
] | 0 | 0.95 | ones | [
[
1
],
[
1
]
] | [
[
1,
0
],
[
0,
1
]
] | numerical |
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