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attentivenas

code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"

awesome

:sunglasses: Curated list of awesome lists

awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

awesome-ml-privacy-attacks

An awesome list of papers on privacy attacks against machine learning

based

Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"

benn-pytorch

Codes for Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?

confident_classifier

Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018

controllable-text-attribute-transfer

Code for "Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation"

cs207test

datasetcondensation

Dataset Condensation (ICLR21 and ICML21)

deepinversion

Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)

denseformer

dnnac

All about acceleration and compression of Deep Neural Networks

dynamicconvolution

Unofficial PyTorch implementation of Dynamic Convolution: Attention over Convolution Kernels

free-lunch-from-bn

gptq-triton

GPTQ inference Triton kernel

gtn

hippogriff

Griffin MQA + Hawk Linear RNN Hybrid

int-fp-qsim

Flexible simulator for mixed precision and format simulation of LLMs and vision transformers.

l-obs

Codes for Layer-wise Optimal Brain Surgeon

lemniscate.pytorch

Unsupervised Feature Learning via Non-parametric Instance Discrimination

low-frequency-oscillation-evaluation

matplotlib_for_papers

Handout for the tutorial "Creating publication-quality figures with matplotlib"

mvcnn_pytorch

MVCNN on PyTorch

myheygen

net2net

notes

octopy

opencompass

OpenCompass is an LLM evaluation platform, supporting a wide range of models (InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

opennmt-py

Open Source Neural Machine Translation in PyTorch