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2023-transformers

Codes for the paper The emergence of clusters in self-attention dynamics.

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

ai

Repo for work for AI Survey

ai4animation

Bringing Characters to Life with Computer Brains in Unity

animationkit-ai

AnimationKit: AI Upscaling & Interpolation using Real-ESRGAN+RIFE

apis-one-pager

apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

arm-gradient

Low-variance, unbiased, theoretically grounded and computationally efficient gradient for binary latent variable models, based on variable augmentation and antithetic sampling. ICLR 2019

arsm

Low-variance and unbiased gradient for backpropagation through categorical random variables, with application in variational auto-encoder and reinforcement learning. ICML 2019

artificial-intelligence-important-documents-collections

AI technology is significant because it allows software to do human functions—understanding, reasoning, planning, communication, and perception—increasingly effectively, efficiently, and affordably.

attention

several types of attention modules written in PyTorch

awesome-basb

A curated list of resource for Building a Second Brain.

awesome-competitive-programming

:gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources

awesome-incremental-learning

Awesome Incremental Learning

awesome-math

A curated list of awesome mathematics resources

awesome-roam

A curated list of https://roamresearch.com/ resources

awesome-robotics-foundation-models

awesome-robotics-libraries

:sunglasses: A curated list of robotics libraries and software

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

awesome-vaes

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

bayesianhypernet

biosim4

Biological evolution simulator

bits-back

biva

BIVA: A Very Deep Hierarchy of Latent Variables forGenerative Modeling

bloot

candy-machine-mint

Fork, config, customize and ship your own candy machine mint app on your own domain, ultra fast.

chexpert

CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet

club

Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

cmi_neural_estimator

Conditional Mutual Informaation Neural Estimator

colabfold

Making Protein folding accessible to all via Google Colab!