Hong Jia's repositories
conference-paper-rss
reading conference paper using rss
PyTorch-ONNX-TFLite
Conversion of PyTorch Models into TFLite
uncertainty-toolbox
A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
acoustic-features
Acoustic features (MFSCs and MFCCs) for edge AI
dac_sdc_2020_designs
Designs for finalist teams of the DAC System Design Contest
fnet-google-pytorch
Pytorch implementation of FNet: Mixing Tokens with Fourier Transforms by Google Research
Inner_Speech_Dataset
Codes to reproduce the Inner speech Dataset publicated by Nieto et al.
MCUFormer
[NeurIPS 2023] MCUFormer: Deploying Vision Transformers on Microcontrollers with Limited Memory
MLAPP_CN_CODE
《Machine Learning: A Probabilistic Perspective》（Kevin P. Murphy）中文翻译和书中算法的Python实现。
MM-DistillNet
PyTorch code for training MM-DistillNet for multimodal knowledge distillation. http://rl.uni-freiburg.de/research/multimodal-distill
PC-DARTS
PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search
pdf-toc-creator
为PDF文档创建目录
PyTorch-Mini-Tutorials
Minimal tutorials for PyTorch
sleep_study
Starter code for using NCH Sleep DataBank
SMOTE-Pytorch
Pytorch Implementation of SMOTE
SNGP-BERT-Pytorch
This is reimplementation of "Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness" in Pytorch.
sngp-pytorch
Spectral-normalized Neural Gaussian Process (SNGP) implementation in PyTorch
tflite-find-arena-size
FInd arena size for TensorFlow Lite models
tflite-tools
TFLite model analyzer & memory optimizer
ThatProject
*That Project's project repository
tiny-training
On-Device Training Under 256KB Memory [NeurIPS'22]
tinyengine
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; MCUNetV3: On-Device Training Under 256KB Memory
tslearn_docset
Dash docset for tslearn
uNAS
μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.
usb-microphone
A USB Microphone built with an INMP441 and an STM32