harvardnlp / pytorch-struct
Fast, general, and tested differentiable structured prediction in PyTorch
☆1,110Updated 2 years ago
Alternatives and similar repositories for pytorch-struct:
Users that are interested in pytorch-struct are comparing it to the libraries listed below
- Transformer training code for sequential tasks☆610Updated 3 years ago
- The entmax mapping and its loss, a family of sparse softmax alternatives.☆426Updated 8 months ago
- Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…☆745Updated 2 years ago
- Fast BPE☆666Updated 8 months ago
- ☆461Updated 3 years ago
- Fast Block Sparse Matrices for Pytorch☆546Updated 4 years ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆612Updated 2 years ago
- Codebase for testing whether hidden states of neural networks encode discrete structures.☆386Updated 11 months ago
- FastFormers - highly efficient transformer models for NLU☆704Updated last year
- Understanding the Difficulty of Training Transformers☆328Updated 2 years ago
- ☆395Updated 6 years ago
- Single Headed Attention RNN - "Stop thinking with your head"☆1,180Updated 3 years ago
- A repository containing tutorials for practical NLP using PyTorch☆533Updated 5 years ago
- Automatic differentiation with weighted finite-state transducers.☆454Updated 3 years ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆587Updated last year
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,609Updated 2 years ago
- jiant is an nlp toolkit☆1,663Updated last year
- Python library to easily log experiments and parallelize hyperparameter search for neural networks☆734Updated 2 years ago
- Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA☆721Updated 5 years ago
- Shape and dimension inference (Keras-like) for PyTorch layers and neural networks☆571Updated 2 years ago
- Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)☆1,200Updated 5 months ago
- Implementation of Universal Transformer in Pytorch☆259Updated 6 years ago
- Pytorch library for fast transformer implementations☆1,682Updated last year
- This repository stores slides for a tutorial on variational inference for NLP audiences.☆298Updated 5 years ago
- Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction☆502Updated 3 years ago
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆471Updated 2 years ago
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆326Updated last year
- Sequence-to-Sequence learning using PyTorch☆522Updated 5 years ago
- Named Tensor implementation for Torch☆444Updated 2 years ago
- Optimus: the first large-scale pre-trained VAE language model☆381Updated last year