shawn2306

ML-Models-from-Scratch

Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Numpy only

Verba

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

PHUDGE

Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute, relative and much more. It contains a list of all the available tool, methods, repo, code etc to detect hallucination, LLM evaluation, grading and much more.

pipecat

Open Source framework for voice and multimodal conversational AI

llm-zoomcamp

LLM Zoomcamp - a free online course about building a Q&A system

Scrapegraph-ai

Python scraper based on AI

timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

mirascope

An intuitive approach to building with LLMs

DiffMOT

code for CVPR2024 paper: DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction

WikiSe

A wikipedia search engine that is completely built in Java and works on Wikipedia XML dumps

phidata

Build AI Assistants with memory, knowledge and tools.

articles-code

💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML

vision_transformer_numpy

A NumPy implementation of the Vision Transformer model

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

invoice-extractor

instructor

structured outputs for llms

Human-Like-Typing-Simulator

This project provides a solution for students and educators in environments where typing authenticity is scrutinized

llama3-jailbreak

A trivial programmatic Llama 3 jailbreak. Sorry Zuck!

taipy

Turns Data and AI algorithms into production-ready web applications in no time.

llm-twin-course

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 11 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

fsr

FSR code used for dance pads

DataStructure-for-Data-Science

Datastructure for data science

llm-serve-tutorial

llm.c

LLM training in simple, raw C/CUDA

pyreft

ReFT: Representation Finetuning for Language Models

torchtune

A Native-PyTorch Library for LLM Fine-tuning

dspy

DSPy: The framework for programming—not prompting—foundation models

rustgpt

RustGPT is a ChatGPT UI built with Rust + HTMX: the power of Rust coupled with the simplicity of HTMX 💚

ConformalImpact

Causal Impact but with MFLES and conformal prediction intervals

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