waynebli

abi

The AI system for your everyday business. WIP. Star the repository to stay updated.

lang2sql

A tutorial for setting an SQL code generator with the OpenAI API

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

giskard

🐢 Open-Source Evaluation & Testing for LLMs and ML models

awesome-duckdb

🦆 A curated list of awesome DuckDB resources

gpt-crawler

Crawl a site to generate knowledge files to create your own custom GPT from a URL

alignment-handbook

Robust recipes to align language models with human and AI preferences

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

nlp_course

YSDA course in Natural Language Processing

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

sqlite_wasm_shiny

Demonstration on how to use sql.js (a javascript library to run SQLite on the web) with Shiny

llama_index

LlamaIndex is a data framework for your LLM applications

app02

Using DuckDB-WASM and Plot.js to create fast, flexible interactive plots in Shiny apps.

virtual-assistant-llm

compare-pop-eu-us

Compare population age structures of Europe NUTS-3 regions and the US counties using ternary colour-coding

modern-gis-workshop

distil-whisper

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

r-polars

Polars R binding

duckplyr

A drop-in replacement for dplyr, powered by DuckDB for performance.

arrow

Materials for the workshop "Big Data in R with Arrow" at posit::conf(2023)

streaming-llm

[ICLR 2024] Efficient Streaming Language Models with Attention Sinks

vscode-r

A Tutorial for Setting R Development Environment with VScode, Dev Containers, and Docker

people-analytics-rstats

kr8s

A batteries-included Python client library for Kubernetes that feels familiar for folks who already know how to use kubectl

Stock-Prediction-Neural-Network-and-Machine-Learning-Examples

Examples of python neural net and ML stock prediction methods with sample stock data.

book

Effect-Oriented Programming: Creating Reliable Systems with Scala 3 and ZIO 2

hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.