TiTu Taye's Projects
Attack and defend active directory using modern post exploitation adversary tradecraft activity
Small and highly portable detection tests based on MITRE's ATT&CK.
An experimental open-source attempt to make GPT-4 fully autonomous.
A list of all "all you need" papers. Updated daily using the arXiv API.
List of Awesome Red Teaming Resources
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Unofficial implementation of the DragGAN paper
A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
Exploring whether attention is necessary for vision transformers
Code for DragGAN (SIGGRAPH 2023)
Environment Decentralized Automation
Learn fast, scalable, and calibrated measures of uncertainty using neural networks!
Trains Transformer model variants. Data isn't shuffled between batches.
Pytorch library for fast transformer implementations
Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
ā” Building applications with LLMs through composability ā”
Longformer: The Long-Document Transformer
Metasploit Framework
Unified repository for different Metasploit Framework payloads
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
12 Weeks, 24 Lessons, AI for All!
10 Weeks, 20 Lessons, Data Science for All!