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12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Python Data Science Handbook: full text in Jupyter Notebooks
Notebooks using the Hugging Face libraries 🤗
Open-source demos hosted on Dash Gallery
A high performance implementation of HDBSCAN clustering.
Codes/Notebooks for AI Projects
Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/
A few exercises for use at events.
An introduction to network analysis and applied graph theory using Python and NetworkX
Public runnable examples of using John Snow Labs' NLP for Apache Spark.
Hands-On Reinforcement Learning with Python, published by Packt
LLM-based ontological extraction tools, including SPIRES
A Python Library for Self Organizing Map (SOM)
This is the offical repository of paper "LAMBDA: A large Model Based Data Agent". https://www.polyu.edu.hk/ama/cmfai/lambda.html
Simple Python package to preview and develop streamlit apps in jupyter notebooks
Interactive Dashboards and Data Apps with Plotly and Dash, published by Packt
Collection of links, tutorials and best practices of how to collect the data and build end-to-end RLHF system to finetune Generative AI models
Experiment and integrate with different OCR frameworks seamlessly
OMOP2OBO: A Python Library for mapping OMOP standardized clinical terminologies to Open Biomedical Ontologies
The Unified Phenotype Ontology (uPheno) integrates multiple phenotype ontologies into a unified cross-species phenotype ontology.
Documentation and issue tracking for the emerging FHIR bulk data implementation guide
Ontology Tutorial
This collection demonstrates how to help you to quickly embed Watson NLP in your own applications.
Python/IPython code to analyze one's text messages. Intended to work out of the box, see README for details.
Official Code Release for VetTag: improving automated veterinary diagnosis coding via large-scale language modeling
Sample code snippets demonstrating using the MURAL API
An Airbnb price prediction model. Built by Dino Rodriguez, Chase Davis, and Ayomide Opeyemi.