labouz

langchain

🦜🔗 Build context-aware reasoning applications

llama.cpp

LLM inference in C/C++

networkx

Network Analysis in Python

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

marqo

Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

simpletransformers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.

alpa

Training and serving large-scale neural networks with auto parallelization.

pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

jellyfish

🪼 a python library for doing approximate and phonetic matching of strings.

AutoPhrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

OCTIS

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

acl-style-files

Official style files for papers submitted to venues of the Association for Computational Linguistics

potato

potato: portable text annotation tool

NLP4SocialGood_Papers

A reading list of up-to-date papers on NLP for Social Good.

hatespeech

tokenizers

Fast, Consistent Tokenization of Natural Language Text

hate-speech-dataset

Hate speech dataset from Stormfront forum manually labelled at sentence level.

embed

Extra recipes for predictor embeddings

asyncpraw

Async PRAW, an abbreviation for "Asynchronous Python Reddit API Wrapper", is a python package that allows for simple access to Reddit's API.

DynamicWord2Vec

Dynamic Word Embeddings for Evolving Semantic Discovery code.

paper_writing_info

Euphemism

Self-Supervised Euphemism Detection and Identification for Content Moderation, IEEE S&P (Oakland) 2021

IaMaN

It's a Machine and Natural

tutorials

Hands on advanced machine learning for information extraction from tweets tasks, data, and open source tools

GPS

Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech (ACL-IJCNLP 2021 Findings)

reddit-analysis

Perform network analysis on reddit

needs_detection

Detecting needs during a crisis

potato-tutorial