Nlp NotebooksA collection of notebooks for Natural Language Processing from NLP Town
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NlpythonThis repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"
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Gwu data miningMaterials for GWU DNSC 6279 and DNSC 6290.
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AutophraseAutoPhrase: Automated Phrase Mining from Massive Text Corpora
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Nlp profilerA simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.
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Nlp In PracticeStarter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
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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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Python nlp tutorialThis repository provides everything to get started with Python for Text Mining / Natural Language Processing (NLP)
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Qml RgQuantum Machine Learning Reading Group @ ICFO
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Ml Dl ScriptsThe repository provides usefull python scripts for ML and data analysis
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Code ChallengesBuilt for //BUILD 2017; this repo contains 15 minutes code challenges across data platform and analytics. Inclusive of; SQL Server on Linux, Azure SQL Database, Azure DocumentDB, Azure Search, HDInsight, MySQL as a Service, PostgreSQL as a Service, Bot Framework, Python Tools for Visual Studio, R Tools for Visual Studio. Get challenged, learn new stuff, fork the repo, contribute to the repo, and get a sneak peak the exciting world of Microsoft products and services.
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Limperg pythonRepository with material for the Limperg Python course by Ties de Kok.
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Capsule GanCode for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
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Mnet deepcdrCode for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"
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Trimap generatorGenerating automatic trimap through pixel dilation and strongly-connected-component algorithms
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Linear Attention Recurrent Neural NetworkA recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
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Pandas VideosJupyter notebook and datasets from the pandas Q&A video series
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Climatemodeling coursewareA collection of interactive lecture notes and assignments in Jupyter notebook format.
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Code VaultCollection of useful notebooks and snippets
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Bayes By BackpropPyTorch implementation of "Weight Uncertainty in Neural Networks"
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Kernel gateway demosDemos associated with the kernel gateway incubator project
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TfeatTFeat descriptor models for BMVC 2016 paper "Learning local feature descriptors with triplets and shallow convolutional neural networks"
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EmobankThis repository contains EmoBank, a large-scale text corpus manually annotated with emotion according to the psychological Valence-Arousal-Dominance scheme.
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Yolov3 Point从零开始学习YOLOv3教程解读代码+注意力模块(SE,SPP,RFB etc)
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Research publicQuantitative research and educational materials
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Defaultcreds Cheat SheetOne place for all the default credentials to assist the Blue/Red teamers activities on finding devices with default password 🛡️
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2018 19 Classeshttps://cc-mnnit.github.io/2018-19-Classes/ - 🎒 💻 Material for Computer Club Classes
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ScattertextBeautiful visualizations of how language differs among document types.
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Pytorch RlTutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
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Yolo Object DetectionYOLO is a state-of-the-art, real-time object detection algorithm. In this notebook, we will apply the YOLO algorithm to detect objects in images.
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Kaggle challengeThis is the code for "Kaggle Challenge LIVE" By Siraj Raval on Youtube
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Abstractive Text SummarizationPyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.
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AutomungeArtificial Learning, Intelligent Machines
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DepyDePy 2015 Talk
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Tda TutorialA set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences libraries.
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Mixmatch PytorchPytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)
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ChromaganOfficial Implementation of ChromaGAN: An Adversarial Approach for Picture Colorization
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Nestedtensor[Prototype] Tools for the concurrent manipulation of variably sized Tensors.
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Chatbot RetrievalDual LSTM Encoder for Dialog Response Generation
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MdmA TensorFlow implementation of the Mnemonic Descent Method.
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Ds salary projRepo for the data science salary prediction of the Data Science Project From Scratch video on my youtube
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CursopyladiesspCurso Introdutório de Análise de Dados Públicos
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Midi DatasetCode for creating a dataset of MIDI ground truth
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