Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive arch…

Low-code framework for building custom LLMs, neural networks, and other AI models

The pretrained models trained on Moments in Time Dataset

A library for efficient similarity search and clustering of dense vectors.

Data release for the ImageInWords (IIW) paper.

Every practical and proposed defense against prompt injection.

Comet-For-MLFlow Extension

Universal and Transferable Attacks on Aligned Language Models

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

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.

INSTA - Instant Volumetric Head Avatars [CVPR2023]

Design Pattern Examples in Java

Low Level Designs of common data structures. These designs keep concurrency control, latency and throughput in mind. We use design patterns where applicable to make the code readable, extensible an…

3D model viewer for the eos Morphable Model library

High-quality pro HDR image resizing / scaling C++ library, including a very fast, precise, SIMD Lanczos resizer (header-only C++)

A collection of Jupyter notebooks showing how to use the Qiskit SDK

Qiskit is an open-source SDK for working with quantum computers at the level of circuits, algorithms, and application modules.

A book series (2 published editions) on the JS language.

A repo for system design notes by various authors

This repo uses three simple services to illustrate how most distributed microservice architecture systems work. We use Go for creating a reverse proxy and Java for service discovery and registering…

Useful Resources for Low Level System Design

Free and Open Source, Distributed, RESTful Search Engine

The MongoDB Database

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Data independent universal adversarial perturbations

A C++ standalone library for machine learning

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image