Aspect-Based-Sentiment-AnalysisA python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.
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Focal Loss KerasMulti-class classification with focal loss for imbalanced datasets
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haskell-vaeLearning about Haskell with Variational Autoencoders
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data-science-notesOpen-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)
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deeper-traffic-lights[repo not maintained] Check out https://diffgram.com if you want to build a visual intelligence
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OCROptical character recognition Using Deep Learning
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shellnetShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics
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elmobdA Go library for talking to cars over OBD-II
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ssjSocial Signal Processing for Android
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CvTThis is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
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neuralBlackA Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework
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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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immuneMLimmuneML is a platform for machine learning analysis of adaptive immune receptor repertoire data.
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ProbQAProbabilistic question-asking system: the program asks, the users answer. The minimal goal of the program is to identify what the user needs (a target), even if the user is not aware of the existence of such a thing/product/service.
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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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sklearn-audio-classificationAn in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP
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Point2SequencePoint2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network
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CNN-SoilTextureClassification1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data
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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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focallossFocal Loss of multi-classification in tensorflow
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CreditAn example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.
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onelearnOnline machine learning methods
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napkinXCExtremely simple and fast extreme multi-class and multi-label classifiers.
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ros tensorflowThis repo introduces how to integrate Tensorflow framework into ROS with object detection API.
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stgPython/R library for feature selection in neural nets. ("Feature selection using Stochastic Gates", ICML 2020)
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icml17 knnDeriving Neural Architectures from Sequence and Graph Kernels
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MLLabelUtils.jlUtility package for working with classification targets and label-encodings
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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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TF-Model-Deploy-TutorialA tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.
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tensorflow-basicsA few TensorFlow techniques I'm saving for future reference.
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Predictive-Maintenance-of-Aircraft-EngineIn this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.
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ugtmugtm: a Python package for Generative Topographic Mapping
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nlp classificationImplementing nlp papers relevant to classification with PyTorch, gluonnlp
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NN-scratchCoding up a Neural Network Classifier from Scratch
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ruimteholR package to Embed All the Things! using StarSpace
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Machine-Learning-SpecializationProject work and Assignments for Machine learning specialization course on Coursera by University of washington
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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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textlearnRA simple collection of well working NLP models (Keras, H2O, StarSpace) tuned and benchmarked on a variety of datasets.
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newtNatural World Tasks
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ScaleNetData-Driven Neuron Allocation for Scale Aggregation Networks
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owletTyped Spreadsheet UI library for ScalaJS
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Dog-facts-APIAn API returns random dog facts 🐶
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volkscvA Python toolbox for computer vision research and project
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Skin-Cancer-SegmentationClassification and Segmentation with Mask-RCNN of Skin Cancer using ISIC dataset
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verseagilityRamp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.
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Vn-Accent-RestorerThis project applies multiple deep learning models to the problem of restoring diacritical marks to sentences in Vietnamese.
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bodymojiDraws an emoji on your face! Powered by Nuxt.js, Tensorflow.js and Posenet
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