i-machine-think/diagNNose
diagNNose is a Python library that facilitates a broad set of tools for analysing hidden activations of neural models.
PythonMIT
Issues
- 3
How to use pretrained models from AutoModelForSeq2SeqLM (google/flan-t5-xxl)
#89 opened by DavidAdamczyk - 1
- 0
init_sentence.txt is not part of pip release
#70 opened by jumelet - 0
- 0
- 0
Fix sen_idx for sliced corpus in Extractor
#80 opened by jumelet - 0
Change typing of Corpus.slice args
#79 opened by jumelet - 0
Fix Explainer for Transformer LMs
#78 opened by jumelet - 0
Make library compatible with torchtext 0.9.0
#76 opened by jumelet - 0
- 0
Use set_default_tensor_type for Cuda
#74 opened by jumelet - 0
Test GPU support for both LSTMs and Transformers
#72 opened by jumelet - 0
Fix model top_layer in syntax
#71 opened by jumelet - 0
Make lib py3.6 able
#41 opened by jumelet - 0
- 0
Incorprate HF transformer compatability
#48 opened by jumelet - 0
Look into subclassing from torch.Tensor directly
#68 opened by jumelet - 0
- 0
Allow class_weights to be set for unbalanced data
#67 opened by jumelet - 0
Incorporate tensor device for ShapleyTensors
#66 opened by jumelet - 0
Add numpy compatibility next to torch tensors
#44 opened by jumelet - 0
- 0
- 0
Create a model-agnostic attribution method
#53 opened by jumelet - 0
- 0
Incorporate Transformer LM tasks
#54 opened by jumelet - 0
Look into parallelisation for Shapley computation
#65 opened by jumelet - 0
- 0
Add feature_mask to ShapleyTensor
#63 opened by jumelet - 0
- 0
Make suppress_print toggleable
#42 opened by jumelet - 0
Unify vocab_path configuration
#52 opened by jumelet - 0
Remove indexing by key in ActivationReader
#50 opened by jumelet - 0
Add preproc_linzen code to downstream
#43 opened by jumelet - 0
Apply Factory pattern to LM creation
#60 opened by jumelet - 0
- 0
Incorporate Structural Probes
#58 opened by jumelet - 0
- 0
Create subword averaging for transformer LMs
#56 opened by jumelet - 0
Create visualiser for ShapleyTensors
#55 opened by jumelet - 0
Reconsider GoogleLM support
#51 opened by jumelet - 0
Use ApacheArrow for activation storing
#47 opened by jumelet - 0
Create small suite of select functions
#40 opened by jumelet - 0
- 0
Check test.txt with uneven sen lens
#37 opened by jumelet - 0
Add Apache license
#39 opened by jumelet - 0
Batchify CD
#35 opened by jumelet - 0
- 0
Input unk for GoogleLM
#36 opened by jumelet - 0
Port MaskedArray's to PackedSequences
#33 opened by jumelet