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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Text-AnalysisExplaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.
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Vaaku2VecLanguage Modeling and Text Classification in Malayalam Language using ULMFiT
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r4stringsHandling Strings in R
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asm2vecAn unofficial implementation of asm2vec as a standalone python package
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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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text-analysisWeaving analytical stories from text data
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hyperstarHyperstar: Negative Sampling Improves Hypernymy Extraction Based on Projection Learning.
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CukatifyCukatify is a music social media project
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compvInsanely fast Open Source Computer Vision library for ARM and x86 devices (Up to #50 times faster than OpenCV)
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FacialEmotionRecognitionUsing Extended Cohn-Kanade AU-Coded Facial Expression Database to classify basic human facial emotion expressions using ann
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react-layer-stackLayering system for React. Useful for popover/modals/tooltip/dnd application
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dif'dif' is a Linux preprocessing front end to gvimdiff/meld/kompare
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zeyrekPython morphological analyzer for Turkish language. Partial port of ZemberekNLP.
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rake-rsMultilingual implementation of RAKE algorithm for Rust
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receiptdIDReceipt.ID is a multi-label, multi-class, hierarchical classification system implemented in a two layer feed forward network.
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faiss-rubyEfficient similarity search and clustering for Ruby
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frangipanniProgram to convert lines of text into a tree structure.
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SuperCombinators[Deprecated] A Swift parser combinator framework
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Movietaster OpenA practical movie recommend project based on Item2vec.
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Text-Classification-LSTMs-PyTorchThe aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.
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Cw2veccw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
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keras-utility-layer-collectionCollection of custom layers and utility functions for Keras which are missing in the main framework.
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doc2vec-apidocument embedding and machine learning script for beginners
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synsyn - the thesaurus
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Word2VecAndTsneScripts demo-ing how to train a Word2Vec model and reduce its vector space
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wordmapVisualize large text collections with WebGL
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word-embeddings-from-scratchCreating word embeddings from scratch and visualize them on TensorBoard. Using trained embeddings in Keras.
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word2vec-moviesBag of words meets bags of popcorn in Python 3 中文教程
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WeTextProcessingText Normalization & Inverse Text Normalization
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TweebankNLP[LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweebank-NER dataset
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grad-cam-textImplementation of Grad-CAM for text.
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AIML-ProjectsProjects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning
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text2videoText to Video Generation Problem
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GE-FSGGraph Embedding via Frequent Subgraphs
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russeRUSSE: Russian Semantic Evaluation.
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python-neuronNeuron class provides LNU, QNU, RBF, MLP, MLP-ELM neurons
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skip-gram-Chineseskip-gram for Chinese word2vec base on tensorflow
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AravecAraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.
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acl2017 document clusteringcode for "Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering" ACL 2017
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KoanA word2vec negative sampling implementation with correct CBOW update.
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ConTextoLibrería en Python para minería de texto y NLP
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Practical 1Oxford Deep NLP 2017 course - Practical 1: word2vec
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perkeA keyphrase extractor for Persian
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GemsecThe TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
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two-stream-cnnA two-stream convolutional neural network for learning abitrary similarity functions over two sets of training data
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teanaps자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.
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s3-concatConcatenate Amazon S3 files remotely using flexible patterns
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