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Pytorch Pos TaggingA tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
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ZhihuThis repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
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Deep Learning Time SeriesList of papers, code and experiments using deep learning for time series forecasting
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Text Analytics With PythonLearn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
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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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Course Computational Literary AnalysisCourse materials for Introduction to Computational Literary Analysis, taught at UC Berkeley in Summer 2018, 2019, and 2020, and at Columbia University in Fall 2020.
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DareblopyData Reading Blocks for Python
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Nlp TutorialNatural Language Processing Tutorial for Deep Learning Researchers
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Turkish Bert Nlp PipelineBert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.
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Multitask sentiment analysisMultitask Deep Learning for Sentiment Analysis using Character-Level Language Model, Bi-LSTMs for POS Tag, Chunking and Unsupervised Dependency Parsing. Inspired by this great article https://arxiv.org/abs/1611.01587
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CodesearchnetDatasets, tools, and benchmarks for representation learning of code.
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Repo 2016R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
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Spark Nlp ModelsModels and Pipelines for the Spark NLP library
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100 Pandas Puzzles100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
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BoxdetectionA Box detection algorithm for any image containing boxes.
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Stock Market Analysis And PredictionStock Market Analysis and Prediction is the project on technical analysis, visualization and prediction using data provided by Google Finance.
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ChicksexerA Python package for gender classification.
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Nlp TutorialA list of NLP(Natural Language Processing) tutorials
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Gdax Orderbook MlApplication of machine learning to the Coinbase (GDAX) orderbook
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SimplednnSimpleDNN is a machine learning lightweight open-source library written in Kotlin designed to support relevant neural network architectures in natural language processing tasks
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Pymc Example ProjectExample PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
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PytextrankPython implementation of TextRank for phrase extraction and summarization of text documents
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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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PytorchnlpbookCode and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
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Awesome Embedding ModelsA curated list of awesome embedding models tutorials, projects and communities.
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Dat8General Assembly's 2015 Data Science course in Washington, DC
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Seaborn TutorialThis repository is my attempt to help Data Science aspirants gain necessary Data Visualization skills required to progress in their career. It includes all the types of plot offered by Seaborn, applied on random datasets.
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Tensorflow NlpNLP and Text Generation Experiments in TensorFlow 2.x / 1.x
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Crypto RnnLearning the Enigma with Recurrent Neural Networks
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Data Analysis主要是爬虫与数据分析项目总结,外加建模与机器学习,模型的评估。
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NlpaugData augmentation for NLP
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Speech Recognition Neural NetworkThis is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.
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