HuaxingXu's repositories
marine_debris_ML
Marine debris detection with commercial satellite imagery and deep learning.
ADSP_Tutorials
Advanced Signal Processing Notebooks and Tutorials
Audiomer-PyTorch
A Convolutional Transformer for Keyword Spotting
awesome-awesome-machine-learning
A curated list of awesome lists across all machine learning topics. | 机器学习/深度学习/人工智能一切主题 (学习范式/任务/应用/模型/道德/交叉学科/数据集/框架/教程) 的资源列表汇总。
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-neural-ode
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
awesome-python-data-science
Probably the best curated list of data science software in Python.
benchmark_VAE
Library for Variational Autoencoder benchmarking
chineseocr_lite
超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
Curvature-Learning-Framework
Curvlearn, a Tensorflow based non-Euclidean deep learning framework.
hgboost
hgboost is a python package for hyper-parameter optimization for xgboost, catboost or lightboost using cross-validation, and evaluating the results on an independent validation set. hgboost can be applied for classification and regression tasks.
ICASSP_2022_DisentanglementASC
Code to reproduce the experiments
kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
Knowledge-Distillation-Toolkit
A knowledge distillation toolkit based on PyTorch and PyTorch Lightning.
LibAUC
An End-to-End Machine Learning Library to Optimize AUC (AUROC, AUPRC).
MetaFD
The source codes of Meta-learning for few-shot cross-domain fault diagnosis.
pinyin-pro
中文转拼音、拼音音调、拼音声母、拼音韵母、多音字拼音、拼音首字母
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-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
shap-hypetune
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
super-gradients
SOTA easy to use PyTorch-based DL training library
swarm-learning
A simplified library for decentralized, privacy preserving machine learning
tangram
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models.
Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Treasure-of-Transformers
💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️
VIB_audio_classification
Audio classification with variational information bottleneck
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch