TextclfTextClf :基于Pytorch/Sklearn的文本分类框架,包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型,通过简单配置即可完成数据处理、模型训练、测试等过程。
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Handwritten-Digits-Classification-Using-KNN-Multiclass Perceptron-SVM🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.
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Fuku MlSimple machine learning library / 簡單易用的機器學習套件
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VisualMLInteractive Visual Machine Learning Demos.
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ml经典机器学习算法的极简实现
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Mylearnmachine learning algorithm
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Mnist ClassificationPytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)
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info-retrievalInformation Retrieval in High Dimensional Data (class deliverables)
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Amazon-Fine-Food-ReviewMachine learning algorithm such as KNN,Naive Bayes,Logistic Regression,SVM,Decision Trees,Random Forest,k means and Truncated SVD on amazon fine food review
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Machine-Learning-ModelsIn This repository I made some simple to complex methods in machine learning. Here I try to build template style code.
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Jsmlt🏭 JavaScript Machine Learning Toolkit
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GDLibraryMatlab library for gradient descent algorithms: Version 1.0.1
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MachineLearning机器学习教程,本教程包含基于numpy、sklearn与tensorflow机器学习,也会包含利用spark、flink加快模型训练等用法。本着能够较全的引导读者入门机器学习。
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text-classification-svmThe missing SVM-based text classification module implementing HanLP's interface
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Kickstarter-AnticipatorThe main aim of this project is to tell that the certain project will be successful or it will fail by applying machine learning algorithm. In this , LOGISTIC REGRESSION is used to determine the success of the project by splitting the data into training and testing models and predicting a successful one.
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sign-languageAndroid application which uses feature extraction algorithms and machine learning (SVM) to recognise and translate static sign language gestures.
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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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Mathematical-ModelingA sharing of the learning process of mathematical modeling 数学建模常用工具模型算法分享:数学建模竞赛优秀论文,数学建模常用算法模型,LaTeX论文模板,SPSS工具分享。
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pghumorIs This a Joke? Humor Detection in Spanish Tweets
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models-by-exampleBy-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
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ML-CourseraThis repository contains all the programming exercises in Python for the Coursera course called "Machine Learning" by Adjunct Professor Andrew Ng at Stanford University.
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cobraA Python package to build predictive linear and logistic regression models focused on performance and interpretation
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Keras-CIFAR10practice on CIFAR10 with Keras
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SpeechEmoRecSpeech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching
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Rb LibsvmRuby language bindings for LIBSVM
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SentimentAnalysis(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset
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ExtendedMorphologicalProfilesRemote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles
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biovecProtVec can be used in protein interaction predictions, structure prediction, and protein data visualization.
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osqpThe Operator Splitting QP Solver
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Bag-of-Visual-Words🎒 Bag of Visual words (BoW) approach for object classification and detection in images together with SIFT feature extractor and SVM classifier.
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NIDS-Intrusion-DetectionSimple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for training test. correct set is used for test. PCA is used for dimension reduction. SVM and KNN supervised algorithms are the classification algorithms of project. Accuracy : %83.5 For SVM , %80 For KNN
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svmSupport Vector Machine in Javascript
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GARDGeneralized Analog Regression Downscaling (GARD) code
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ICC-2019-WC-predictionPredicting the winner of 2019 cricket world cup using random forest algorithm
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Ftrl-FFMField-aware factorization machine (FFM) with FTRL
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VBLinLogitVariational Bayes linear and logistic regression
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brglm2Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction
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amazon-reviewsSentiment Analysis & Topic Modeling with Amazon Reviews
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Stock AnalysisRegression, Scrapers, and Visualization
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tf-example-modelsTensorFlow-based implementation of (Gaussian) Mixture Model and some other examples.
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SGDLibraryMATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
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SvmNesta frame of amd-v svm nest
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