stephenleo

llm-structured-output-benchmarks

Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on tasks like multi-label classification, named entity recognition, synthetic data generation, etc.

stripnet

STriP Net: Semantic Similarity of Scientific Papers (S3P) Network

adventures-with-ann

All the code for a series of Medium articles on Approximate Nearest Neighbors

sagemaker-deployment

keras-model-selection

Choose the Best Keras Pre-Trained Model for Image Classification

heroku-apps

A monorepo with all my heroku apps

stephenleo

cloud-run-apis

Mono repo containing my cloud run APIs

gcp-examples

Repo with examples for using various GCP services with a heavy focus on Machine Learning

HVM-SPC

Case study of deriving Statistical Process Control limits

nyc-taxi

New York Taxi dataset analysis using Python

streamlit-apps

A mono-repo containing all my public Streamlit cloud apps

twitter-ner

Collection of Named Entity Recognition NLP techniques focusing on Twitter data

data-science-blog

Jupyter Book blog of all my data science related blogs and social media posts (Linkedin, Twitter)

gcpy

A Python package to easily interface with Google Cloud Platform

amazon-sagemaker-secure-mlops

GPTCache

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

langchain

⚡ Building applications with LLMs through composability ⚡

litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)

medium-python-hacks