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flyforward2021's Projects

amazing-feature-engineering icon 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 icon analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

capsnet-pytorch icon capsnet-pytorch

Pytorch implementation for NIPS2017 paper `Dynamic Routing Between Capsules`

coursera-deep-learning-specialization icon 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

deeplearning icon deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

dl-for-har icon 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')

eda-artifact-detection icon eda-artifact-detection

Python implementations of machine learning algorithms for motion artifact detection in electrodermal activity (EDA) data

emgcaps icon emgcaps

EMG-based hand gesture recognition using Capsule Networks

emgdecomp icon emgdecomp

Package for decomposing EMG signals into motor unit firings, as used in Formento et al 2021.

examples icon examples

Example deep learning projects that use wandb's features.

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

flexemg_natelec icon flexemg_natelec

Code and data repository for FlexEMG 2020 Nature Electronics publication.

halfrost-field icon halfrost-field

✍️ 这里是写博客的地方 —— Halfrost-Field 冰霜之地

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