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accelerators

Data science and AI solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains

autogpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-notebooks

+100 awesome Jupyter Notebooks templates, organized by tools, published by the Naas community, to kickstart your data projects in minutes. 😎

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

complete-nlp

This repository contains everything you need to become proficient in NLP

contrastive-predictive-coding

Keras implementation of Representation Learning with Contrastive Predictive Coding

credit_default_project

To predict default of consumer loans

demo-semantic-search-podcast

devops_ng

This is a DevOps Best Practices Repo - NGift

ehr-relation-extraction

NER and Relation Extraction from Electronic Health Records (EHR).

flask-ml-azure-serverless

Deploy Flask Machine Learning Application on Azure App Services

forest_cover

To predict the type of forest cover in an unbalanced data set, obtained from the US Forest Service

gentextanalyzer

Analyze your text using generative augmented retrieval methods

getting-started

Getting started with Docker

github-actions-demo

This is a repo for building out Github Actions and Tricks

go-to-tools

Code pieces for different data manipulations

hands-on-graph-analytics-with-neo4j

Hands-On Graph Analytics with Neo4j, Published by Packt

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

healthsea

Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.

hvplot

A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews

list

List Comprehension for Next Steps in Python Lunch Lessons

machine-learning-engineering-with-python

Machine Learning Engineering with Python

mastering-spacy

Mastering spaCy, published by Packt

mastering-transformers

Mastering Transformers, published by Packt

ml-road

Machine Learning Resources, Practice and Research

modeling-examples

Gurobi modeling examples

ner_youtube

notebooks

MGnify documentation and Jupyter Lab notebooks to support downstream analysis of MGnify data (EMBL-EBI's metagenomics platform)

ontologies-w-python

Source Code for 'Ontologies with Python' by Lamy Jean-Baptiste

or

Operations Research Algorithms