Pinned Repositories
Amazing-Feature-Engineering
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
analytics_vidhya
Codes related to activities on AV including articles, hackathons and discussions.
Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
bear_voila
Demo bear classifier with fastai and Voila
CapsNet-Pytorch
Pytorch implementation for NIPS2017 paper `Dynamic Routing Between Capsules`
cardashians
Kaggle competition: Don't Get Kicked
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
coursera-ai-for-medicine-specialization
Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai
Coursera-Deep-Learning-deeplearning.ai
（完结）网易云课堂微专业《深度学习工程师》听课笔记，编程作业和课后练习
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
flyforwardFast's Repositories
flyforwardFast/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
flyforwardFast/Deep_Learning_Andrew_Bin
flyforwardFast/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')
flyforwardFast/docs-zh
docsify 中文文档
flyforwardFast/EMGCaps
EMG-based hand gesture recognition using Capsule Networks
flyforwardFast/emgdecomp
Package for decomposing EMG signals into motor unit firings, as used in Formento et al 2021.
flyforwardFast/encodingHumanActivity
Encoding human activity by considering salient sensors and time points.
flyforwardFast/examples
Example deep learning projects that use wandb's features.
flyforwardFast/fastbook
The fastai book, published as Jupyter Notebooks
flyforwardFast/hierarchical-attention-HAR
[PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition
flyforwardFast/Hierarchical-attention-networks-pytorch
Hierarchical Attention Networks for document classification
flyforwardFast/kaggle-NLF-helmet-assignment
flyforwardFast/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.
flyforwardFast/Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
flyforwardFast/Machine-Learning-with-Real-World-Projects
Code Repository for Machine Learning with Real World Projects, Published by Packt
flyforwardFast/missing-semester
The Missing Semester of Your CS Education 📚
flyforwardFast/ML2022-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
flyforwardFast/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
flyforwardFast/PMEmo
PMEmo: A Dataset For Music Emotion Computing
flyforwardFast/pytorch-Deep-Learning
Deep Learning (with PyTorch)
flyforwardFast/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
flyforwardFast/pytorchTutorial
PyTorch Tutorials from my YouTube channel
flyforwardFast/RTCAN-1D
Pytorch code for our TOMM2022 paper "A Multimodal framework for large scale Emotion Recognition by Fusing Music and Electrodermal Activity Signals"
flyforwardFast/self-attention-HAR
[ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"
flyforwardFast/Spatial-Temporal-attention-
Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI
flyforwardFast/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
flyforwardFast/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。
flyforwardFast/tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
flyforwardFast/uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2021
flyforwardFast/WaferFaultDetection