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AttnSleep[IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
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eeg-gcnnResources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
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onelearnOnline machine learning methods
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mmrazorOpenMMLab Model Compression Toolbox and Benchmark.
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facerec-bias-bfwSource code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).
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Fraud-Detection-in-Online-TransactionsDetecting Frauds in Online Transactions using Anamoly Detection Techniques Such as Over Sampling and Under-Sampling as the ratio of Frauds is less than 0.00005 thus, simply applying Classification Algorithm may result in Overfitting
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pyts-reproA repository to compare the performance between the algorithms implemented in pyts and the performance reported in the literature
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ml-workflow-automationPython Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.
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ros tensorflowThis repo introduces how to integrate Tensorflow framework into ROS with object detection API.
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volkscvA Python toolbox for computer vision research and project
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pagaiTools to suggest SQL columns for Pyrog
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qEEG feature setNEURAL: a neonatal EEG feature set in Matlab
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supervised-machine-learningThis repo contains regression and classification projects. Examples: development of predictive models for comments on social media websites; building classifiers to predict outcomes in sports competitions; churn analysis; prediction of clicks on online ads; analysis of the opioids crisis and an analysis of retail store expansion strategies using…
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Aspect-Based-Sentiment-AnalysisA python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.
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antropyAntroPy: entropy and complexity of (EEG) time-series in Python
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HRFormerThis is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".
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dl-reluDeep Learning using Rectified Linear Units (ReLU)
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sigviewerSigViewer is a viewing application for biosignals.
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Traffic-SignsSecond Project of the Udacity Self-Driving Car Nanodegree Program
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simpleAICV-pytorch-ImageNet-COCO-trainingSimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.
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neturalnetural === neural net, simple AI for the web.
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omikujiAn efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification
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XEDXED multilingual emotion datasets
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PSCNA python implementation of Patchy-San Convolutional Network for Graph
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ssjSocial Signal Processing for Android
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catordog这是一个基于tensorflow和python的猫狗分类算法
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knodleA PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.
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egfr-attDrug effect prediction using neural network
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InstantDLInstantDL: An easy and convenient deep learning pipeline for image segmentation and classification
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ugtmugtm: a Python package for Generative Topographic Mapping
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mne-bidsMNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.
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NN-scratchCoding up a Neural Network Classifier from Scratch
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text classifierTensorflow2.3的文本分类项目,支持各种分类模型,支持相关tricks。
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BioAmp-v1.5Upside Down Lab's Biopotential Amplifier v1.5 - Buy on Tindie at https://bit.ly/BioAmp-v1_5
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napkinXCExtremely simple and fast extreme multi-class and multi-label classifiers.
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