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Mantis's Projects

bell icon bell

A tool to send slack alerts from your AWS instances

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

deploying-ml icon deploying-ml

Example ML pipeline for the AIMLAC DTC training event November 2021

experiments icon experiments

🧪 experiments on new tools, models, techniques in NLP

hugie icon hugie

Command Line Interface for Hugging Face Inference Endpoints

nervaluate icon nervaluate

Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13

pretrain icon pretrain

Tool to pretrain transformers and neural nets before fine tuning

prompt_engineering icon prompt_engineering

Code that accompanies the PyData New York (2022) talk: Addressing the sensitivity of Large language models

rasa icon rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

rasa-demo icon rasa-demo

:tiger: Sara - the Rasa Demo Bot: An example of a contextual AI assistant built with the open source Rasa Stack

rasa-mlops icon rasa-mlops

Github repo to accompany the blog post on MLOPs for RASA with DVC and CML

sage icon sage

Toolkit for easy deployment of machine learning models on AWS SageMaker

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