Nlp JourneyDocuments, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
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dzetsakadzetsaka : classification plugin for Qgis
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Tiny mlnumpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法
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Gru Svm[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection
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Jsmlt🏭 JavaScript Machine Learning Toolkit
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Ml CourseStarter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
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Fuku MlSimple machine learning library / 簡單易用的機器學習套件
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TribuoTribuo - A Java machine learning library
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Constrained attention filter(ECCV 2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks
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Chemometricstools.jlA collection of tools for chemometrics and machine learning written in Julia.
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Metacachememory efficient, fast & precise taxnomomic classification system for metagenomic read mapping
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Eda nlpData augmentation for NLP, presented at EMNLP 2019
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Timbl TiMBL implements several memory-based learning algorithms.
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Rnn Theano使用Theano实现的一些RNN代码,包括最基本的RNN,LSTM,以及部分Attention模型,如论文MLSTM等
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Dog Cat ClassificationThis is a Flask app that can classify images of dog and cat. The underlying model is a CNN trained using Keras framework
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LabelmeImage Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
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ServenetService Classification based on Service Description
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Text classificationall kinds of text classification models and more with deep learning
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Small norbPython wrapper to small NORB dataset
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Satellite imagery analysisImplementation of different techniques to find insights from the satellite data using Python.
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Yolo tensorflow🚖 Object Detection (YOLOv1) implentation in tensorflow, with training, testing and video features.
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Datacurator Filetreea standard filetree for /r/datacurator [ and r/datahoarder ]
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Patternrecognition matlabFeature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixture Model(GMM).
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137 StopmoveAlgorithms to automatically discover stops and moves in GPS trajectories.
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Urban Sound ClassificationUrban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)
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Bayesian Neural NetworksPytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
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Svm kernelx86_64 AMD kernel optimized for performance & hypervisor usage
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PytsA Python package for time series classification
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DetextDeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
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Namescoremldemo🏷 iOS11 demo application for predicting gender from first names.
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Ml Classify Text JsMachine learning based text classification in JavaScript using n-grams and cosine similarity
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Pytorchinsighta pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
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OsqpThe Operator Splitting QP Solver
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JsatJava Statistical Analysis Tool, a Java library for Machine Learning
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Machine Learning From ScratchSuccinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
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YannlYet another neural network library
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Randwire tensorflowtensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition
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Awesome Project IdeasCurated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
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Scikit MultilearnA scikit-learn based module for multi-label et. al. classification
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All About The GanAll About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
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MagpieDeep neural network framework for multi-label text classification
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Face Mask DetectionFace masks are crucial in minimizing the propagation of Covid-19, and are highly recommended or even obligatory in many situations. In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.
Stars: ✭ 37 (-22.92%)
Bmw Classification Inference Gpu CpuThis is a repository for an image classification inference API using the Gluoncv framework. The inference REST API works on CPU/GPU. It's supported on Windows and Linux Operating systems. Models trained using our Gluoncv Classification training repository can be deployed in this API. Several models can be loaded and used at the same time.
Stars: ✭ 27 (-43.75%)