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followers: 15.0 following: 12.0 repos: 24.0 gists: 0.0

Name: Andrea Belli

Type: User

Company: expert.ai

Bio: NLP Enthusiast with passion about Data Science & Engineering | R&D @expert.ai | Contract Professor @ BBS | Contract Professor @ Cattolica University

Location: Italy

Hi there 👋

I am Andrea. I do text processing research mainly working on NLP, NLU and Knowledge Graphs

⚡ I share experiments and prototypes on machine learning, deeplearning and other computer science related stuff time-to-time.
🔭 I am currently at expert.ai but all the materials here are from my own ( altought I have a natural bias to use the great things we do at work 😄)
📫 Best way to reach to me is on LinkedIn.

A problem can be solved in a 100 different ways and There's always an easier way to solve a problem.
You miss 100% of the shots you don't take.

Andrea Belli's Projects

awesome-mlops

A curated list of references for MLOps

benthos

Declarative stream processing for mundane tasks and data engineering

bert4sentiment_pytorch

a sentiment analysis use case with Bert by a pytorch implementation - uses Transformers library 4.0

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

cml

♾️ CML - Continuous Machine Learning | CI/CD for ML

cognito_simple_app

A simple console for authenticating a user with AWS Cognito

dash-bootstrap-templates

A collection of 52 Plotly figure templates with a Bootstrap theme. Two theme switch components. Stylesheet to apply Bootstrap themes to Plotly Dash components.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

knowledge-graphs

A collection of research on knowledge graphs

ner_expertai_crf

a CRF based entity extraction project with features coming from expert.ai edge NL API - CoNLL Dataset

ner_transformer

A NER study for improving quality of multi-word company names extraction. The study relies on Huggingface transformers library first, and the applies to SpaCy Transformers implementation.

nlapi-openapi-specification

expert.ai OpenAPI specifications

nlapi-python

Python Client for the expert.ai Natural Language API

nlp_crash_course

A Natural Language Processing crash course with SpaCy 2.6 and NLTK 3.6.2

nlp_datasets

A not-complete list of datasets for NLP tasks. All the rights to original authors :pray:.

nlu-dataset-diagnostics

This repository contains data and scripts to reproduce the results from our paper: How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets.

nluninja

Readme for :octocat: Github Profile.

pachyderm

Reproducible Data Science at Scale!

sklearn-crfsuite

scikit-learn inspired API for CRFsuite

talk-dev-to-me-twitch

This repo is a collection of code samples and links to previous twitch live stream sessions. If you have any ideas or suggestions for future episodes, feel free to open an issue.

transfer-learning-ner

Code, datasets, and results for "Transfer Learning for Entity Recognition of Novel Classes," Rodriguez, Caldwell, and Liu (COLING, 2018).

x2standoff_converter

A set of converters to Standoff format for NLP tasks

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