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adv_nlp_workshop_odsc_europe22

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems

adversarial-robustness-toolbox

Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

ask-fsdl

Document Q&A over The Full Stack's Corpus

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

bert

TensorFlow code and pre-trained models for BERT

big-data-computing

biobert

Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

blogposts

blogposts

bluebert

BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

cloudml-samples

Cloud ML Engine is now a part of AI Platform

cookiecutter-spacy-fastapi

Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker

course-nlp

A Code-First Introduction to NLP course

covid-19-community

Community effort to build a Neo4j Knowledge Graph (KG) that links heterogeneous data about COVID-19

datascience

data science endeavour

datasets

Machine learning datasets used in tutorials on MachineLearningMastery.com

datasets-1

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

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

dlaicourse

Notebooks for learning deep learning

dockercon23-workshop-materials

doctr

docTR by Mindee (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

ds-resources

Data Science Resources

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

effective_pandas_book

Errata and code for Effective Pandas book

farm-stack-course

This is the FARM Stack course, where you are going to learn how to build an application from scratch using FASTAPI, React and mongoDB

fastai

The fastai deep learning library, plus lessons and tutorials

fastapi-best-practices

FastAPI Best Practices and Conventions we used at our startup