hub / github.com/BlackHC/BatchBALD

github.com/BlackHC/BatchBALD @main

Chat with this repo

repository ↗ · DeepWiki ↗ · + Follow

333 symbols 811 edges 202 files 35 documented · 11% ● updated 4mo ago★ 2491 open issues

Browse by type

⨍ Functions 305◇ Types & classes 28

What it actually does AI analysis from the code graph — generated when you open this

loading…

Core symbols most depended-on inside this repo

↓ 6 filesActiveLearningData

Splits `dataset` into an active dataset and an available dataset.

src/active_learning_data.py

↓ 4 filesBayesianModule

A module that we can sample multiple times from given a single input batch. To be efficient, the module allows for a part of the …

src/mc_dropout.py

↓ 4 filessplit_tensors

src/torch_utils.py

↓ 3 filesRandomFixedLengthSampler

Sometimes, you really want to do more with little data without increasing the number of epochs. This sampler takes a `dataset` …

src/random_fixed_length_sampler.py

↓ 3 filesDatasetEnum

src/dataset_enum.py

↓ 2 filesbatch_multi_choices

probs_b_C: Ni... x C Returns: choices: Ni... x M

src/torch_utils.py

browse all functions →

Shape

Function 237

Method 68

Class 28

Languages

Python100%

Modules by API surface

src/al_notebook/results_loader.py46 symbols

src/mc_dropout.py23 symbols

src/torch_utils.py21 symbols

src/dataset_enum.py19 symbols

src/vgg_model.py16 symbols

src/joint_entropy/unoptimized/test_sampling_sample.py15 symbols

src/joint_entropy/unoptimized/test_sampling_batch.py15 symbols

src/joint_entropy/unoptimized/test_exact_joint_probs.py15 symbols

src/joint_entropy/unoptimized/test_exact_batch.py15 symbols

src/joint_entropy/test_matmuls.py11 symbols

src/active_learning_data.py9 symbols

src/joint_entropy/exact.py8 symbols

For agents

$ claude mcp add BatchBALD \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact

github.com/BlackHC/BatchBALD @main

Core symbols most depended-on inside this repo

Shape

Languages

Modules by API surface

For agents

Ask about this repo answers extend the page