Spark Nlp ModelsModels and Pipelines for the Spark NLP library
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Zh Nlp Demo自然语言处理NLP在中文文本上的一些应用,如文本分类、情感分析、命名实体识别等
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Ipython NotebooksThis repository contains IPython notebooks that I have written.
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SamplevaeMulti-purpose tool for sound design and music production implemented in TensorFlow.
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IntrodatasciCourse materials for: Introduction to Data Science and Programming
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Sphinx Book ThemeA lightweight book theme built off of the pydata sphinx theme
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Deprecated Boot CampsDEPRECATED: please see individual lesson repositories for current material.
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Training MaterialA collection of code examples as well as presentations for training purposes
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GanspaceDiscovering Interpretable GAN Controls [NeurIPS 2020]
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Knet.jlKoç University deep learning framework.
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Aureliengeron“Hands-On Machine Learning with Scikit-Learn and TensorFlow” Excerpt From: Aurélien Géron. “Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems.” iBooks.
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Game Theory And PythonGame Theory and Python, a workshop investigating repeated games using the prisoner's dilemma
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ConvgpConvolutional Gaussian processes based on GPflow.
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Spotify Recsys ChallengeA complete set of Recommender Systems techniques used in the Spotify Recsys Challenge 2018 developed by a team of MSc students in Politecnico di Milano.
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Basketball analyticsRepository which contains various scripts and work with various basketball statistics
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CaloganGenerative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
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GemfieldGemfield homework or libgemfield.so
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Local light field synthesisLocal Light Field Synthesis (Pratul P. Srinivasan, Tongzhou Wang, Ashwin Sreelal, Ravi Ramamoorthi, Ren Ng ICCV 2017)
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Glove As A Tensorflow Embedding LayerTaking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.
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Wine Deep LearningExploring applications of deep learning to the world of wine
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PytorchPyTorch tutorials A to Z
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MobilenetssdfaceCaffe implementation of Mobilenet-SSD face detector (NCS compatible)
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Simple Qa Emnlp 2018Code for my EMNLP 2018 paper "SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach"
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Cc6205Natural Language Processing
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Curso data scienceCódigo para el curso "Aprende Data Science y Machine Learning con Python"
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Rna Seq TsneThe art of using t-SNE for single-cell transcriptomics
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Manifold LearningIntroduction to manifold learning - mathematical theory and applied python examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)
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Few Shot Text ClassificationCode for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop
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Data scienceNotebooks de análises e projetos de Data Science em Python
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JupytemplateTemplates for jupyter notebooks
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GansGANs in slanted land
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Turkish Bert Nlp PipelineBert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.
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PythonicperambulationsOld source for jakevdp.github.io. New source at http://github.com/jakevdp/jakevdp.github.io-source
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Quantum LearningThis repository contains the source code used to produce the results presented in the paper "Machine learning method for state preparation and gate synthesis on photonic quantum computers".
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Fairness In MlThis repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.
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Airbnb Dynamic Pricing Optimization[BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model.
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