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acl19_scaling_up_open_tagging

ACL19-Scaling Up Open Tagging from Tens to Thousands

adversarial-ranking-for-language-generation

Implementation of the NIPS paper: https://papers.nips.cc/paper/6908-adversarial-ranking-for-language-generation.pdf

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

baize-chatbot

Let ChatGPT teach your own chatbot in hours with a single GPU!

basic-machine-learning

bert-gen

bert-ner

Pytorch-Named-Entity-Recognition-with-BERT

bert-pytorch

Google AI 2018 BERT pytorch implementation

bloom-lora

Due to restriction of LLaMA, we try to reimplement BLOOM-LoRA (much less restricted BLOOM license here https://huggingface.co/spaces/bigscience/license) using Alpaca-LoRA and Alpaca_data_cleaned.json

cert

conceptnet-numberbatch

coursera_machine_learning

Assignments of Andrew Ng's course on coursera

dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

gan

several GAN implementations

grapher

Code that implements efficient knowledge graph extraction from the textual descriptions

graphsage

Representation learning on large graphs using stochastic graph convolutions.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

kelsey_research_pt

for my research version control

lstm-classifier

LSTM model plus fully connected layer to classify emotional EGG signals into three categories: positive, negative and neutral.

neat-vision

Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

neural-entity-selection

nlp_project

NLP_PROJECT

nqg

neural question generation for reading comprehension

opennmt-py

Open Source Neural Machine Translation in PyTorch

paddlenlp

An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.

pkd-for-bert-model-compression

pytorch implementation for Patient Knowledge Distillation for BERT Model Compression

plato

Senior Project

pytorch-memory-utils

pytorch memory track code