tsflexFlexible time series feature extraction & processing
Stars: ✭ 252 (+950%)
Fancy NlpNLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.
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text analysis tools中文文本分析工具包(包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取)
Stars: ✭ 410 (+1608.33%)
ulm-basenetImplementation of ULMFit algorithm for text classification via transfer learning
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Text ClassificationMachine Learning and NLP: Text Classification using python, scikit-learn and NLTK
Stars: ✭ 239 (+895.83%)
Bert4doc ClassificationCode and source for paper ``How to Fine-Tune BERT for Text Classification?``
Stars: ✭ 220 (+816.67%)
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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Vaaku2VecLanguage Modeling and Text Classification in Malayalam Language using ULMFiT
Stars: ✭ 68 (+183.33%)
ShallowlearnAn experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
Stars: ✭ 196 (+716.67%)
keras-aquariuma small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.
Stars: ✭ 14 (-41.67%)
TextClassification基于scikit-learn实现对新浪新闻的文本分类,数据集为100w篇文档,总计10类,测试集与训练集1:1划分。分类算法采用SVM和Bayes,其中Bayes作为baseline。
Stars: ✭ 86 (+258.33%)
rnn-text-classification-tfTensorflow implementation of Attention-based Bidirectional RNN text classification.
Stars: ✭ 26 (+8.33%)
CatalystAccelerated deep learning R&D
Stars: ✭ 2,804 (+11583.33%)
text gcn tutorialA tutorial & minimal example (8min on CPU) for Graph Convolutional Networks for Text Classification. AAAI 2019
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video featuresExtract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.
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Icdar 2019 SroieICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
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machine learning courseArtificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)
Stars: ✭ 47 (+95.83%)
bobBob is a free signal-processing and machine learning toolbox originally developed by the Biometrics group at Idiap Research Institute, in Switzerland. - Mirrored from https://gitlab.idiap.ch/bob/bob
Stars: ✭ 38 (+58.33%)
iros bshotB-SHOT : A Binary Feature Descriptor for Fast and Efficient Keypoint Matching on 3D Point Clouds
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character-level-cnnKeras implementation of Character-level CNN for Text Classification
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transfer-learning-text-tfTensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)
Stars: ✭ 82 (+241.67%)
Radiomics-research-by-using-PythonRadiomics (here mainly means hand-crafted based radiomics) contains data acquire, ROI segmentation, feature extraction, feature selection, machine learning modeling, and stastical analysis.
Stars: ✭ 27 (+12.5%)
Ask2TransformersA Framework for Textual Entailment based Zero Shot text classification
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clustextEasy, fast clustering of texts
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procjam2018Graph.ical, a procedural texture authoring application developed for PROCJAM 2018.
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Ai lawall kinds of baseline models for long text classificaiton( text categorization)
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RE2RNNSource code for the EMNLP 2020 paper "Cold-Start and Interpretability: Turning Regular Expressions intoTrainable Recurrent Neural Networks"
Stars: ✭ 96 (+300%)
Diabetic-Retinopathy-Feature-Extraction-using-Fundus-ImagesDiabetic Retinopathy is a very common eye disease in people having diabetes. This disease can lead to blindness if not taken care of in early stages, This project is a part of the whole process of identifying Diabetic Retinopathy in its early stages. In this project, we'll extract basic features which can help us in identifying Diabetic Retinopa…
Stars: ✭ 25 (+4.17%)
watson-document-classifierAugment IBM Watson Natural Language Understanding APIs with a configurable mechanism for text classification, uses Watson Studio.
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Pytorch Transformers ClassificationBased on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.
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pyefdPython implementation of "Elliptic Fourier Features of a Closed Contour"
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PaddlenlpNLP Core Library and Model Zoo based on PaddlePaddle 2.0
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Interpret TextA library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
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BandBAND:BERT Application aNd Deployment,Simple and efficient BERT model training and deployment, 简单高效的 BERT 模型训练和部署
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Python Computer Vision from ScratchThis repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply…
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Nlp classificationImplementing nlp papers relevant to classification with PyTorch, gluonnlp
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bns-short-text-similarity📖 Use Bi-normal Separation to find document vectors which is used to compute similarity for shorter sentences.
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SPHORBfeature detector and descriptor for spherical panorama
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X-TransformerX-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification
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Nepali-News-ClassifierText Classification of Nepali Language Document. This Mini Project was done for the partial fulfillment of NLP Course : COMP 473.
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NLP QuickbookNLP in Python with Deep Learning
Stars: ✭ 516 (+2050%)