fros1y

geodesic-poincare-embeddings

Geodesic updates for Nickel & Kiela's graph embedding algorithm in hyperbolic space.

linfa

A Rust machine learning framework.

awesome-rust

A curated list of Rust code and resources.

pytorch_geometric

Graph Neural Network Library for PyTorch

textsplit

Segment documents into coherent parts using word embeddings.

LouvainNE

Implementation of a scalable embedding method suggested in WSDM2020

H5Record

Large dataset storage format for Pytorch

attention-word-embedding

Code for Attention Word Embeddings

frunk

Funktional generic type-level programming in Rust: HList, Coproduct, Generic, LabelledGeneric, Validated, Monoid and friends.

P-SIF

Source code for our AAAI 2020 paper P-SIF: Document Embeddings using Partition Averaging

bert_document_classification

architectures and pre-trained models for long document classification.

NERDA

Framework for fine-tuning pretrained transformers for Named-Entity Recognition (NER) tasks

pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

PatentMatch

Zero-shot-RLHR

Code for NAACL2021 long paper "Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning"

text_similarity

Text Similarity

sematch

semantic similarity framework for knowledge graph

diffgram

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

ant-design

An enterprise-class UI design language and React UI library

Text_Classification

Text Classification Algorithms: A Survey

Hierarchical-attention-networks-pytorch

Hierarchical Attention Networks for document classification

specter

SPECTER: Document-level Representation Learning using Citation-informed Transformers

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

sling

SLING - A natural language frame semantics parser

faiss

A library for efficient similarity search and clustering of dense vectors.

BERTopic

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

word2vec

word2vec++ is a Distributed Representations of Words (word2vec) library and tools implementation, written in C++11 from the scratch

Legal-Text-Analytics

A list of selected resources, methods, and tools dedicated to Legal Text Analytics.

Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

Hexgame

Word game where users must create words using a central letter. Often seen in newspapers.