Philip Patterson's starred repositories
efficient-kan
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
llm-twin-course
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 12 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
feature_engine
Feature engineering package with sklearn like functionality
amazon-bedrock-workshop
This is a workshop designed for Amazon Bedrock a foundational model service.
genai-bedrock-agent-chatbot
A demo ChatBot application developed using Amazon Bedrock service's KnowledgeBase, Agent and other AWS's serveless GenAI solution.
multimodal-rag-on-slide-decks
'Talk to your slide deck' (Multimodal RAG) using foundation models (FMs) hosted on Amazon Bedrock and Amazon SageMaker
conversational-ai-assistant-multi-route-chain
This GitHub repository guides you through building an advanced Conversational AI assistant using AWS services and Anthropic's Claude V2 model. It features intelligent routing to relevant functions, database querying, semantic searches, Lambda function executions, and specialized interactions.
llm_dspy_tutorial
Tutorial for DSPy
uncovering-hidden-connections-in-unstructured-financial-data
Uncovering Hidden Connections in Unstructured Financial Data using Amazon Bedrock and Amazon Neptune
cloudformation_pg_cluster
Create a high performance Postgres cluster on AWS with Cloudformation
guidance-for-connecting-data-products-with-amazon-datazone
This Guidance demonstrates how you can extend the data governance capabilities of Amazon DataZone to other Java Database Connectivity (JDBC) sources, such as MySQL, PostgreSQL, Oracle, and SQL Server.
Serverless-Event-Sourcing-CQRS
An example of event sourcing and CQRS in serverless, with code examples in TypeScript and the AWSย CDK.
web3-wallet-workshop
Welcome to the Web3 Wallet Workshop repository. In this repo you can find all code artifacts requried to build a Web3 Wallet on the top of AWS
feature_engineering
Unleash the Power of Your Data with Feature Engineering: The Ultimate Python Library for Machine Learning Preprocessing and Enhancement
cdk-stack-dependencies
In this article, we will cover the different methods for having ordered stack dependencies in your AWS CDK apps, with examples written in TypeScript.
apisix-idempotency-plugin
Implementing the Idempotency-Key specification on Apache APISIX
synthetics-canary-local-debugging-sample
Code sample for testing and debugging Synthetics canary locally
colab-demos
Colab notebooks exploring topics in Data Science and AI, discussed on the blog: https://medium.com/@jgrygolec