Repo 2017Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
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Awesome VaesA curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
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Vae protein functionProtein function prediction using a variational autoencoder
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Generative models tutorial with demoGenerative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
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eccv16 attr2imgTorch Implemention of ECCV'16 paper: Attribute2Image
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srVAEVAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.
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Vae For Image GenerationImplemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets
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CHyVAECode for our paper -- Hyperprior Induced Unsupervised Disentanglement of Latent Representations (AAAI 2019)
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Neuraldialog CvaeTensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
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NotesThe notes for Math, Machine Learning, Deep Learning and Research papers.
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AC-VRNNPyTorch code for CVIU paper "AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction"
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Neuraldialog LarlPyTorch implementation of latent space reinforcement learning for E2E dialog published at NAACL 2019. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
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vae-torchVariational autoencoder for anomaly detection (in PyTorch).
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SeqganA simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
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LigdreamNovel molecules from a reference shape!
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Py NltoolsA collection of basic python modules for spoken natural language processing
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BiomedicusCode for the old version of BioMedICUS, for the new version see the biomedicus3 repository.
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ScdvText classification with Sparse Composite Document Vectors.
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Lingua FrancaMycroft's multilingual text parsing and formatting library
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SangitaA Natural Language Toolkit for Indian Languages
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TextblobSimple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
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PujanggaPujangga - Indonesian Natural Language Processing Tool with REST API, an Interface for InaNLP and Deeplearning4j's Word2Vec
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ExemplarAn open relation extraction system
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Iob2corpusJapanese IOB2 tagged corpus for Named Entity Recognition.
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Research papersRecord some papers I have read and paper notes I have taken, also including some awesome papers reading lists and academic blog posts.
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LudwigData-centric declarative deep learning framework
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Spark NkpNatural Korean Processor for Apache Spark
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Jieba Php"結巴"中文分詞:做最好的 PHP 中文分詞、中文斷詞組件。 / "Jieba" (Chinese for "to stutter") Chinese text segmentation: built to be the best PHP Chinese word segmentation module.
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RebiberA simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).
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VariationaldeepsemantichashingThe original implementation of the models and experiments of Variational Deep Semantic Hashing paper (SIGIR 2017)
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TextrankTextRank implementation for Python 3.
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BlocksBlocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)
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CorenlpStanford CoreNLP: A Java suite of core NLP tools.
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Hmtl🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
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DemosSome JavaScript works published as demos, mostly ML or DS
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Market ReporterAutomatic Generation of Brief Summaries of Time-Series Data
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PatternWeb mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
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Language ModellingGenerating Text using Deep Learning in Python - LSTM, RNN, Keras
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Ml Classify Text JsMachine learning based text classification in JavaScript using n-grams and cosine similarity
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Adain StyleArbitrary Style Transfer in Real-time with Adaptive Instance Normalization
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Gsoc2018 3gm💫 Automated codification of Greek Legislation with NLP
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Nltk Book ResourceNotes and solutions to complement the official NLTK book
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Vale📝 A syntax-aware linter for prose built with speed and extensibility in mind.
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Cs224n SolutionsSolutions for CS224n course from Stanford University: Natural Language Processing with Deep Learning
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NhazmA C# version of Hazm (Python library for digesting Persian text)
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