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openprompt

An Open-Source Toolkit for Prompt-Learning.

pet

This repository contains the code for "How many data points is a prompt worth?"

poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

pre-training

Pre-Training Buys Better Robustness and Uncertainty

promptsource

Toolkit for collecting and applying templates of prompting instances

python-is-cool

Cool Python features for machine learning that I used to be too afraid to use

pytorch-revgrad

A gradient reversal layer for pytorch.

reproduce-finetuning

sgc

official implementation for the paper "Simplifying Graph Convolutional Networks"

shortformer

Code for the Shortformer model, from the paper by Ofir Press, Noah A. Smith and Mike Lewis.

spacyface

Align the token outputs from Spacy and Huggingface to help understand what language structures transformers see

structural-probes

Codebase for testing whether hidden states of neural networks encode discrete structures.

t0-analysis

tf-nnlm-tk

A toolkit for neural language modeling using Tensorflow including basic models like RNNs and LSTMs as well as more advanced models.

transformer-xl

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.