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Ren Pang's Projects

accelerate icon accelerate

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

alpsplot icon alpsplot

Python plotting library of alps-lab style using matplotlib.

autovul icon autovul

code release for USENIX'22 paper `On the Security Risks of AutoML`

base icon base

Automatic workflow to update docker base environment

chattts icon chattts

ChatTTS is a generative speech model for daily dialogue.

di-star icon di-star

OpenDILab Decision AI in StarCraftII

functorch icon functorch

functorch is JAX-like composable function transforms for PyTorch.

lamcts icon lamcts

The release codes of LA-MCTS with its application to Neural Architecture Search.

latent-backdoor icon latent-backdoor

This is the documentation of the Tensorflow/Keras implementation of Latent Backdoor Attacks. Please see the paper for details Latent Backdoor Attacks on Deep Neural Networks, CCS'19.

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

proxylessnas icon proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

trlx icon trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

trojanzoo icon trojanzoo

TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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