flyforward2021's repositories
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
dl-for-har
Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the International Symposium on Wearable Computers 21' (ISWC 21')
docs-zh
docsify 中文文档
EMGCaps
EMG-based hand gesture recognition using Capsule Networks
emgdecomp
Package for decomposing EMG signals into motor unit firings, as used in Formento et al 2021.
encodingHumanActivity
Encoding human activity by considering salient sensors and time points.
examples
Example deep learning projects that use wandb's features.
fastbook
The fastai book, published as Jupyter Notebooks
hierarchical-attention-HAR
[PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition
Hierarchical-attention-networks-pytorch
Hierarchical Attention Networks for document classification
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
Machine-Learning-with-Real-World-Projects
Code Repository for Machine Learning with Real World Projects, Published by Packt
missing-semester
The Missing Semester of Your CS Education 📚
ML2022-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
PMEmo
PMEmo: A Dataset For Music Emotion Computing
pytorch-Deep-Learning
Deep Learning (with PyTorch)
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
pytorchTutorial
PyTorch Tutorials from my YouTube channel
RTCAN-1D
Pytorch code for our TOMM2022 paper "A Multimodal framework for large scale Emotion Recognition by Fusing Music and Electrodermal Activity Signals"
self-attention-HAR
[ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"
Spatial-Temporal-attention-
Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Tech_Aarticle
主要是我是日常看过的不错的文章的资源汇总，方便自己也分享给大家。有些我看过的，就会做简单的解读，没看过的，就先罗列一下，然后之后看了把解读更新上；涉及到搜索/推荐/自然语言处理。
tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021