TiTu Taye's Projects
Adaptive prior selection for repertoire based adaptation in robotics
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
Boltzmann Machines in TensorFlow with examples
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Unofficial implementation of the DragGAN paper
Repository for MAP-Elites with Descriptor-Conditioned Gradients and Archive Distillation into a Single Policy paper, introducing the Descriptor-Conditioned Gradients MAP-Elites algorithm.
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)
Hopfield Networks is All You Need
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
*Sferes2 experiment* MAP-Elites code for the experiments published in Cully et al. (2015), Nature.
** Sferes2 module ** MAP-Elites module for Sferes2
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API