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amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

amazon-sagemaker-keras-text-classification

A step-by-step guide that shows how to do text classification by run training/inference for a custom model in Amazon SageMaker

arabic-named-entity-recognition

Arabic named entity recognition using AnerCorp corpus (location , organisation, person, Miscellaneous Word)

awesome-community-curated-nlp

Community Curated NLP List

awesome-dl4nlp

A curated list of awesome Deep Learning for Natural Language Processing resources

awesome-mlops

A curated list of references for MLOps

aws-lambda-tesseract-layer

A layer for AWS Lambda containing the tesseract C libraries and tesseract executable.

aws-lambda-with-docker-image

aws-machine-learning-university-accelerated-nlp

Machine Learning University: Accelerated Natural Language Processing Class

aws-serverless-workshops

Code and walkthrough labs to set up serverless applications for Wild Rydes workshops

aws-tutorial-code

AWS tutorial code.

aws-websocket-chat

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

baselines-emnlp2016

Baseline models, training scripts, and instructions on how to reproduce our results for our state-of-art grammar correction system from M. Junczys-Dowmunt, R. Grundkiewicz: Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction, EMNLP 2016.

bergamot-translator

Cross platform C++ library focusing on optimized machine translation on the consumer-grade device. Bindings to Python, JavaScript through WebAssembly.

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

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

bert-ner

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

bert-ner-tf

Named Entity Recognition with BERT using TensorFlow 2.0

bleualign

Machine-Translation-based sentence alignment tool for parallel text

cat_dog_classifier

This is a Model to classify Cat and dogs images

client.marian

WebSocket client for Marian NMT server

commonvoice-fr

Tooling for producing French dataset for Common Voice

community-playbook

Mozilla Voice Community Playbook

conda-piptools

Quick demo of setting up a deep learning Python environment using conda and pip-tools.

custom-named-entity-recognition

NLP | NER | SpaCy

datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deep-learning-containers

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

deep-learning-coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

deep-learning-models

Natural language processing & computer vision models optimized for AWS