wangjunxiao Goto Github PK

machine_unlearning

Existing Literature about Machine Unlearning

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

meta-nerual-trojan-detection

modeldiff

ModelDiff: A Framework for Comparing Learning Algorithms

modelverse

Modelverse: Content-Based Search for Deep Generative Models

mygpt

nash-mtl

Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]

natural-instructions

Expanding natural instructions

nfvcloud

sfctestbed: a OpenStack based sfc testbed platform

os-tutorial

How to create an OS from scratch

pacfl

Official Code for PACFL AAAI 2023

petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

plotneuralnet

Latex code for making neural networks diagrams

pretrain-unlearning

privacy-transaction

prompt-align

Prompt-aligned Gradient for Prompt Tuning

prompt-in-context-learning

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

prompt4reasoningpapers

Repository for the ACL2023 paper "Reasoning with Language Model Prompting: A Survey".

promptfl

PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

promptsource

Toolkit for creating, sharing and using natural language prompts.

proof-of-learning

pychatgpt

An unofficial Python wrapper for OpenAI's ChatGPT API

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-image-classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

pytorch-tutorial

pytorchtricks

Some tricks of pytorch... :star:

ranking-cnn-neurons

PCACE: A Statistical Approach to Ranking Neurons for CNN Interpretability