🦜🔗 Build context-aware reasoning applications

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Data Engineering Zoomcamp is a free nine-week course that covers the fundamentals of data engineering.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

The fastai deep learning library

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Free MLOps course from DataTalks.Club

Foundational Models for State-of-the-Art Speech and Text Translation

This repository contains demos I made with the Transformers library by HuggingFace.

PyTorch code and models for the DINOv2 self-supervised learning method.

FaceChain is a deep-learning toolchain for generating your Digital-Twin.

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Overview and tutorial of the LangChain Library

AirLLM 70B inference with single 4GB GPU

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Plain python implementations of basic machine learning algorithms

Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

Structured state space sequence models

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the came…

A colab gradio web UI for running Large Language Models

Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"