Allenai currently holds 215 public repositories out of which 8 are related to data science and machine learning.
| Name | Description | Language | Stars | License |
|---|---|---|---|---|
| specter | SPECTER: Document-level Representation Learning using Citation-informed Transformers | Python | 51 | Apache License 2.0 |
| natural-perturbations | Natural Perturbation for Robust Question Answering | N/A | 6 | N/A |
| logistic_regression | A logistic regression baseline for text classification | Python | 0 | N/A |
| Name | Description | Language | Stars | License |
|---|---|---|---|---|
| allennlp | An open-source NLP research library, built on PyTorch. | Python | 8768 | Apache License 2.0 |
| bi-att-flow | Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization. | Python | 1377 | Apache License 2.0 |
| XNOR-Net | ImageNet classification using binary Convolutional Neural Networks | Lua | 774 | Other |
| scibert | A BERT model for scientific text. | Python | 670 | Apache License 2.0 |
| scispacy | A full spaCy pipeline and models for scientific/biomedical documents. | Python | 616 | Apache License 2.0 |