Jiun Kai Yang's repositories
deepbots-panda
Panda with Deep Reinforcement Learning Simulation Environment Webots
gpu-monitor
Script to remotely check GPU servers for free GPUs
Crypto-Arsenal-WebCrawler
Automated Tools for Crypto Arsenal 2021 NTU & NTHU Competition
deepworlds
Examples and use cases using the deepbots framework (https://github.com/aidudezzz/deepbots) with the Webots robot simulator.
accelergy-cacti-plug-in
standalone cacti estimator plug-in for accelergy
Awesome-AutoDL
A curated list of automated deep learning (including neural architecture search and hyper-parameter optimization) resources.
blox
Macro Neural Architecture Search Benchmark
ConvNeXt
Code release for ConvNeXt model
craig
Data-efficient Training of Machine Learning Models
deepbots
A wrapper framework for Reinforcement Learning in Webots simulator using Python 3.
DNA
(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation
efficientnetv2.pytorch
PyTorch implementation of EfficientNetV2 family
LSTM-Variational-AutoEncoder
A PyTorch Implementation of Generating Sentences from a Continuous Space by Bowman et al. 2015.
maestro
An analytical cost model evaluating DNN mappings (dataflows and tiling).
NAS-Bench-Macro
NAS Benchmark in "Prioritized Architecture Sampling with Monto-Carlo Tree Search", CVPR2021
nas-without-training
Code for Neural Architecture Search without Training (ICML 2021)
NATS-Bench
TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size
TENAS
[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
TENET
An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation.
zero-cost-nas
Zero-Cost Proxies for Lightweight NAS