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ai-notes

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

amazon-forecast-samples

Notebooks and examples on how to onboard and use various features of Amazon Forecast.

amazon-personalize-samples

Notebooks and examples on how to onboard and use various features of Amazon Personalize

amazon-rekognition-developer-guide

The open source version of the Amazon Rekognition docs. You can submit feedback & requests for changes by submitting issues in this repo or by making proposed changes & submitting a pull request.

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

amazon-sagemaker-stock-prediction

Workshop to demonstrate how to apply NN based algorithms to stock market data and forecast price movements.

arcgis-python-for-covid19-data

Customized Python code for analyzing COVID-19 datasets. (created by Jessica Embury at the HDMA Center)

autogen

A programming framework for agentic AI. Join our Discord: https://discord.gg/pAbnFJrkgZ

awesome-medical-large-language-models

Curated papers on Large Language Models in Healthcare and Medical domain

aws-builders-fair-projects

aws-iot-analytics-workshop

AWS IOT Analytics Workshop

aws-ml-iot-lab

bandit

Bandit is a tool designed to find common security issues in Python code.

causalml

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

ccp-nlp-pipelines

A collection of NLP pipelines including pipelines that use the UIMA ConceptMapper to annotate text with concepts from the Open Biomedical Ontologies

cloud-iot-core-kit-examples

Example projects and code are supplied to support the Arm-based IoT Kit for Cloud IoT Core

commondatamodel

Definition and DDLs for the OMOP Common Data Model (CDM)

computerscience

Free tech resources for faculty, students, and dev advocates for use in computer science courses, workshops, and hackathons.

covid-drug

In this repo, we release the pipeline for analyzing public perception in drug use. Following the pipeline one sholud be able to analyze any drug. We also release our BERT stance model so it can be used in an off-the-shell fashion without training. Model available at HuggingFace.

cql_engine

Clinical Quality Language Evaluation Engine

ctakes-python-api

cTAKES Python API interface for the Default Clinical Pipeline

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

dsbook

Code samples for the Effective Data Science Infrastructure book

emoji2vec

emoji2vec: Learning Emoji Representations from their Description

empath-client

analyze text with empath

examples

Health NLP Examples

femr

FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health records

fhir-from-jupyter

For use with FHIR Dev Days 2020

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gwu_data_mining

Materials for GWU DNSC 6279 and DNSC 6290.