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mup

maximal update parametrization (µP)

Language:Jupyter NotebookMIT125000

swag-lora

Code for the paper "Gaussian Stochastic Weight Averaging for Bayesian Low-Rank Adaptation of Large Language Models".

Language:PythonMIT200

awesome-ai-residency

List of AI Residency Programs

awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

CC0-1.0131900

llama3

The official Meta Llama 3 GitHub site

Language:PythonNOASSERTION2340000

awesome-ai-research-intern-list

List of AI Internships

MIT8900

imax

Image augmentation library for Jax

Language:PythonApache-2.03500

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Language:JavaScriptMIT1111600

FoRDE

Repository for the paper Input-gradient space particle inference for neural network ensembles (ICLR 2024)

Language:PythonBSD-2-Clause300

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

Language:HTMLMIT1000700

arasgungore-CV

My curriculum vitae (CV) written using LaTeX.

Language:TeXMIT64700

imagecorruptions

Python package to corrupt arbitrary images.

Language:PythonApache-2.038900

big_vision

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

Language:Jupyter NotebookApache-2.0205000

cuTAGI

CUDA implementation of Tractable Approximate Gaussian Inference

Language:C++MIT2400

vision-transformer-tf

Reproduction of Vision Transformer in Tensorflow2. Train from scratch and Finetune.

Language:Python4700

ConvNeXt

Code release for ConvNeXt model

Language:PythonMIT564600

ImageNetV2

A new test set for ImageNet

Language:Jupyter NotebookMIT22900

foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

Language:PythonMIT269400

spectral-density

Hessian spectral density estimation in TF and Jax

Language:PythonApache-2.011200

Awesome-Noisy-Labels

A Survey

GSM-VI

Code for Gaussian Score Matching Variational Inference

Language:PythonMIT2200

Advances-in-Label-Noise-Learning

A curated (most recent) list of resources for Learning with Noisy Labels

flash-attention

Fast and memory-efficient exact attention

Language:PythonBSD-3-Clause1247200

cinic-10

A drop-in replacement for CIFAR-10.

Language:Jupyter NotebookMIT23400

bnn_covariate_shift

Supporting code for the paper "Dangers of Bayesian Model Averaging under Covariate Shift"

Language:Jupyter NotebookApache-2.03300

node-BNN-covariate-shift

Repository for the paper Tackling covariate shift with node-based Bayesian neural networks (ICML 2022)

Language:Python1000

power_spherical

Pytorch implementation of the Power Spherical distribution

Language:Jupyter NotebookMIT7200

RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

Language:PythonApache-2.01202000

anthology-of-modern-ml

Collection of important articles to be treated as a textbook

Language:Jupyter NotebookMIT51900

augmentation-corruption

This repository provides code for "On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness".

Language:PythonMIT4300