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transformers

Here are 377 public repositories matching this topic...

tokenizers

huggingface / tokenizers

Star

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

nlp natural-language-processing transformers gpt language-model bert natural-language-understanding

Updated Dec 19, 2020
Rust

nlp-architect

IntelLabs / nlp-architect

Star

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

nlp deep-learning tensorflow nlu transformers pytorch deeplearning quantization bert dynet

Updated Dec 21, 2020
Python

bentrevett / pytorch-sentiment-analysis

Star

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

nlp natural-language-processing tutorial sentiment-analysis word-embeddings transformers cnn pytorch recurrent-neural-networks lstm rnn fasttext bert sentiment-classification pytorch-tutorial pytorch-tutorials cnn-text-classification lstm-sentiment-analysis pytorch-nlp torchtext

Updated Nov 16, 2020
Jupyter Notebook

salesforce / TransmogrifAI

Star

Open

Replace Joda with Java 8 native Date Time

4

wsuchy commented Apr 16, 2019

Problem
Since Java 8 was introduced there is no need to use Joda as it has been replaced the native Date-Time API.

Solution
Ideally greping and replacing the text should work (mostly)

Additional context
Need to check if de/serializing will still work.

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enhancement good first issue

Open

Improve test coverage for transformers & estimators

4

Open

Geolocation to Country transformer

8

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simpletransformers

ThilinaRajapakse / simpletransformers

Star

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

text-classification transformers named-entity-recognition question-answering conversational-ai

Updated Dec 19, 2020
Python

spark-nlp

JohnSnowLabs / spark-nlp

Star

State of the Art Natural Language Processing

nlp natural-language-processing spark sentiment-analysis tensorflow transformers language-detection pyspark named-entity-recognition lemmatizer spell-checker language-model albert bert part-of-speech-tagger entity-extraction natural-language-understanding spark-ml xlnet tf-hub-models

Updated Dec 21, 2020
Scala

jina

jina-ai / jina

Star

Open

clarify function signatures in indexers

5

cristianmtr commented Dec 11, 2020

Describe the feature

Some indexers have confusing function signatures. Specifically the usage of keys, ids is wrong. This can create confusion for newcomers, or when reasoning about the code.

Example

NumpyIndexer uses keys to refer to what is actually query_vectors: https://github.com/jina-ai/jina/blob/2585798ac0ed33dd406a8f8a0a457d72bb2b7af0/jina/executors/indexers/vector.p

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area/core area/housekeeping good first issue priority/P3

Open

contribute to unit tests on Jina primitive data type

7

Open

freeze the requirement versions before `jina hub build`

2

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CLUEbenchmark / CLUE

Star

中文语言理解基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

benchmark tensorflow nlu glue corpus transformers pytorch dataset chinese pretrained-models language-model albert bert roberta chineseglue

Updated Nov 6, 2020
Python

fast-bert

kaushaltrivedi / fast-bert

Star

Super easy library for BERT based NLP models

transformers fastai bert fast-bert

Updated Dec 17, 2020
Python

lucidrains / vit-pytorch

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Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

computer-vision transformers artificial-intelligence image-classification attention-mechanism

Updated Dec 17, 2020
Python

lucidrains / reformer-pytorch

Star

Reformer, the efficient Transformer, in Pytorch

machine-learning transformers pytorch artificial-intelligence attention-mechanism

Updated Dec 11, 2020
Python

combust / mleap

Star

MLeap: Deploy Spark Pipelines to Production

python scala spark tensorflow scikit-learn transformers data-pipelines

Updated Nov 23, 2020
Scala

nyu-mll / jiant

Star

jiant is an NLP toolkit

nlp transformers transfer-learning bert multitask-learning sentence-representation

Updated Dec 22, 2020
Python

NLP-Knowledge-Graph

lihanghang / NLP-Knowledge-Graph

Star

自然语言处理、知识图谱、对话系统三大技术研究与应用。

nlp machine-learning deep-learning transformers knowledge-graph event-driven ner bert kbqa ernie

Updated Oct 8, 2020

cevek / ttypescript

Star

Open

How to use with mocha & ts-node/register?

4

bradennapier commented Mar 11, 2020

Hey! Thanks for the work on this.

Wondering how we can use this with mocha? tsconfig-paths has its own tsconfig-paths/register to make this work

https://github.com/dividab/tsconfig-paths#with-mocha-and-ts-node

Basically with mocha we have to run mocha -r ts-node/register -- but that wouldnt have the compiler flag.

Would be worthwhile to have the ability to do it which looks like

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good first issue

turtlesoupy / this-word-does-not-exist

Star

This Word Does Not Exist

machine-learning natural-language-processing transformers natural-language-generation natural-language-understanding gpt-2

Updated May 19, 2020
Python

cdQA

cdqa-suite / cdQA

Star

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

nlp natural-language-processing information-retrieval deep-learning transformers pytorch artificial-intelligence question-answering reading-comprehension bert

Updated Apr 30, 2020
Python

BERTopic

MaartenGr / BERTopic

Star

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

nlp machine-learning transformers topic-modeling bert sentence-embeddings

Updated Dec 21, 2020
Python

lonePatient / Bert-Multi-Label-Text-Classification

Star

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

nlp text-classification transformers pytorch multi-label-classification albert bert fine-tuning pytorch-implmention xlnet

Updated Jul 31, 2020
Python

lucidrains / performer-pytorch

Star

An implementation of Performer, a linear attention-based transformer, in Pytorch

deep-learning transformers artificial-intelligence attention attention-mechanism

Updated Dec 18, 2020
Python

pytorch-original-transformer

gordicaleksa / pytorch-original-transformer

Star

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

python deep-learning jupyter transformers pytorch transformer attention deeplearning attention-mechanism attention-is-all-you-need pytorch-transformers pytorch-transformer transformer-tutorial original-transformer

Updated Dec 7, 2020
Jupyter Notebook

transformers-tutorials

abhimishra91 / transformers-tutorials

Star

Github repo with tutorials to fine tune transformers for diff NLP tasks

nlp natural-language-processing deep-learning transformers pytorch named-entity-recognition classification bert pytorch-tutorial t5 wandb distilbert

Updated Sep 7, 2020
Jupyter Notebook

lab-ml / nn

Star

🧠 Minimal implementations of neural network architectures and layers in PyTorch with side-by-side notes

reinforcement-learning deep-learning transformers pytorch gan deep-learning-tutorial optimizers lab-ml

Updated Dec 21, 2020
Python

ChenRocks / UNITER

Star

Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"

transformers vision-and-language pre-training

Updated Dec 4, 2020
Python

huggingface / node-question-answering

Star

Fast and production-ready question answering in Node.js

nodejs nlp typescript tensorflow transformers question-answering bert

Updated Dec 12, 2020
TypeScript

Adapter-Hub / adapter-transformers

Star

Huggingface Transformers + Adapters = ❤️

nlp natural-language-processing transformers pytorch adapters bert

Updated Dec 21, 2020
Python

VinAIResearch / PhoBERT

Star

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

deep-learning vietnamese transformers python3 named-entity-recognition language-models ner natural-language-inference bert pos-tagging vietnamese-nlp nli fairseq vncorenlp roberta bert-embeddings rdrsegmenter part-of-speech-tagging transformers-library phobert

Updated Dec 7, 2020

vectorhub

vector-ai / vectorhub

Star

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

python machine-learning deep-learning neural-network tensorflow word2vec vector transformers pytorch embeddings artificial-intelligence video-processing deeplearning encodings audio-processing vector-similarity tfhub image2vec

Updated Dec 21, 2020
Python

dccuchile / beto

Star

BETO - Spanish version of the BERT model

nlp transformers spanish bert bert-model transformers-library

Updated Nov 5, 2020

yzhangcs / parser

Star

A collection of state-of-the-art syntactic/semantic parsing models based on Biaffine Parser.

transformers pytorch variational-inference dependency-parsing state-of-the-art biaffine-parser constituency-parsing treecrf semantic-dependency-parsing

Updated Dec 19, 2020
Python

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