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Starred repositories
An ensemble model for tabular classification and regression tasks
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Fully open reproduction of DeepSeek-R1
🤗 smolagents: a barebones library for agents that think in code.
Model visualisation package for Pandas and Sci-Kit Learn
Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face model…
Chat with your documents using Vision Language Models. This repo implements an End to End RAG pipeline with both local and proprietary VLMs
Modern Computer Vision with PyTorch, published by Packt
A repository to show the power of the ControlNet framework
Graph Data Modeling in Python, by Packt Publishing
Implements a LLM similar to Meta's Llama 2 from the ground up in PyTorch, for educational purposes.
Fine-tuning an LLM using a Generic Workflow and Best Practices with PyTorch
A simple Langchain RAG application.
A high-throughput and memory-efficient inference and serving engine for LLMs
implementing various transformer models for various tasks
Re-implementation of Andrej Karpathy's nanoGPT
A repository to show how to apply forecasting in Python to someone who knows it in R
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
A general fine-tuning kit geared toward diffusion models.
Code samples used on cloud.google.com
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Stable Diffusion XL training and inference as a cog model
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…