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detext

DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

distilbert-question-answering-system

Web Interface for Question Answering System

dlrm

An implementation of a deep learning recommendation model (DLRM)

do180-apps

DO180 Repository for Sample Applications

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

faiss

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

faiss_tips

Some useful tips for faiss

fast-api-ws-stream

Notification Prototype

fast-bert

Super easy library for BERT based NLP models

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

fastseq

An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf

full-stack-fastapi-postgresql

Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.

gpt-neo

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

haystack

:mag: Transformers at scale for question answering & search

hello-world

Hello everyone. I'm data scientist passionate with NLP

ibm-cf-test

icdar-2019-sroie

ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction

jina

An easier way to build neural search on the cloud

jina-hub

An open-registry for hosting Jina executors via container images

jupyterlab-prodigy

🧬 A JupyterLab extension for annotating data with Prodigy

kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

keras

Deep Learning for humans

kops

Kubernetes Operations (kops) - Production Grade K8s Installation, Upgrades, and Management

kubernetes

Production-Grade Container Scheduling and Management

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

learn-natural-language-processing-curriculum

This is the curriculum for "Learn Natural Language Processing" by Siraj Raval on Youtube

leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

lit

The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.

lite-transformer

[ICLR 2020] Lite Transformer with Long-Short Range Attention