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The repository for all Azure OpenAI Samples complementing the OpenAI cookbook.

Python implementation of CMA-ES

code for deep learning courses

Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".

Notebooks & Example Apps for Search & AI Applications with Elasticsearch

This is the code for the "ChatGPT Trading Bot" Video by Siraj Raval on Youtube

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, Gemini)

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

A series of top performing Text to SQL LLMs

python partial dependence plot toolbox

Code for "High-Precision Model-Agnostic Explanations" paper

TensorFlow implementation of an arbitrary order Factorization Machine

Use evolutionary algorithms instead of gridsearch in scikit-learn

Building DeepSeek R1 from Scratch

Evaluate the accuracy of LLM generated outputs

Easy pipelines for pandas DataFrames.

Machine Learning toolbox for Humans

🍇 GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations

A library of metrics for evaluating recommender systems

Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by Synerise.com team.

Respository for Open-Science modular microscope system.

Python package for Bayesian Machine Learning with scikit-learn API

Create knowledge graphs with LLMs

This is the code for "I Built a Sports Betting Bot with ChatGPT" by Siraj Raval on Youtube

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

Choose your diffusion models and spin up a WebUI on Colab in one click