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ae_textspotter

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert_document_classification

architectures and pre-trained models for long document classification.

bleuscorecalculator

Python based BLUE score calculator using NLTK libraries. Methods convert strings into lists for NLTK. Smoothing is used to handling short sentences or sentences that does not have 3 or 4-grams.

blobfile

Read Google Cloud Storage, Azure Blobs, and local paths with the same interface. Clone of tensorflow.io.gfile

celluloid

:movie_camera: Matplotlib animations made easy

chatbot-widget

ChatBot widget easy to connect to RASA bot through REST channel

colab-hacks

Simple Hacks for Google Colaboratory to boost your productivity and help you to perform daily tasks.

contextualized-topic-models

A python package to run contextualized topic modeling

datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

deep-learning-project-template

Pytorch Lightning code guideline for conferences

detectron2-train-a-instance-segmentation-model

Learn how to train a custom instance segmentation model with Detectron2

document-layout-analysis-app

Simple docker deployment of document layout analysis using detectron2

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

edm

Python package for understanding the difficulty of text classification datasets. (in CoNNL 2018)

electra_pytorch

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

faiss

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

fast-transformers

Pytorch library for fast transformer implementations

feedback_data_clustering

Clustering workshop feedback data

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

freedictionaryapi

There was no free Dictionary API on the web when I wanted one for my friend, so I created one.

gooaq

Question-answers, collected from Google

haystack

:mag: Transformers at scale for question answering & neural search. Using NLP via a modular Retriever-Reader-Pipeline. Supporting DPR, Elasticsearch, HuggingFace's Modelhub...

iso-3166-countries-with-regional-codes

ISO 3166-1 country lists merged with their UN Geoscheme regional codes in ready-to-use JSON, XML, CSV data sets

landmark2019-1st-and-3rd-place-solution

The 1st Place Solution of the Google Landmark 2019 Retrieval Challenge and the 3rd Place Solution of the Recognition Challenge.

language-translation-using-transformer

Here, due to inavailability of data of my native language. I have used English to Spanish Translation.

lasagne

Lightweight library to build and train neural networks in Theano

learning

Becoming 1% better at data science everyday