Andrea Belli's Projects
A curated list of references for MLOps
Declarative stream processing for mundane tasks and data engineering
a sentiment analysis use case with Bert by a pytorch implementation - uses Transformers library 4.0
π A ranked list of awesome machine learning Python libraries. Updated weekly.
βΎοΈ CML - Continuous Machine Learning | CI/CD for ML
A simple console for authenticating a user with AWS Cognito
A collection of 52 Plotly figure templates with a Bootstrap theme. Two theme switch components. Stylesheet to apply Bootstrap themes to Plotly Dash components.
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
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.
TensorFlow CNN for fast style transfer β‘π₯π¨πΌ
A collection of research on knowledge graphs
a CRF based entity extraction project with features coming from expert.ai edge NL API - CoNLL Dataset
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.
expert.ai OpenAPI specifications
Python Client for the expert.ai Natural Language API
A Natural Language Processing crash course with SpaCy 2.6 and NLTK 3.6.2
A not-complete list of datasets for NLP tasks. All the rights to original authors :pray:.
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.
Readme for :octocat: Github Profile.
Reproducible Data Science at Scale!
scikit-learn inspired API for CRFsuite
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.
Code, datasets, and results for "Transfer Learning for Entity Recognition of Novel Classes," Rodriguez, Caldwell, and Liu (COLING, 2018).
A set of converters to Standoff format for NLP tasks