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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VoskVOSK Speech Recognition Toolkit
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Safe learningSafe reinforcement learning with stability guarantees
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Keras Yolo2Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
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NelEntity linking framework
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Cocoaai🤖 The Cocoa Artificial Intelligence Lab
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KagnetKnowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)
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Role2vecA scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
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CleannlpR package providing annotators and a normalized data model for natural language processing
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TokenizerFast and customizable text tokenization library with BPE and SentencePiece support
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Catalyst🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
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Tensorflow Mnist CvaeTensorflow implementation of conditional variational auto-encoder for MNIST
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SnowballImplementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)
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ConlluA CoNLL-U parser that takes a CoNLL-U formatted string and turns it into a nested python dictionary.
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Vae vamppriorCode for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
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TextacyNLP, before and after spaCy
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HyteEMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
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MedquadMedical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites
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Keras FcnA playable implementation of Fully Convolutional Networks with Keras.
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Nmtpynmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
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Knockknock🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code
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AbolethA bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation
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CatalystAccelerated deep learning R&D
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Neuro🔮 Neuro.js is machine learning library for building AI assistants and chat-bots (WIP).
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Spark NlpState of the Art Natural Language Processing
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Cn24Convolutional (Patch) Networks for Semantic Segmentation
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MinervaMeandering In Networks of Entities to Reach Verisimilar Answers
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OpennmtOpen Source Neural Machine Translation in Torch (deprecated)
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Kb InfobotA dialogue bot for information access
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PclPyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
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Tensorflow ShakespeareNeural machine translation between the writings of Shakespeare and modern English using TensorFlow
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SyfertextA privacy preserving NLP framework
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Character Based CnnImplementation of character based convolutional neural network
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VntkVietnamese NLP Toolkit for Node
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CleanlabThe standard package for machine learning with noisy labels, finding mislabeled data, and uncertainty quantification. Works with most datasets and models.
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Spacy Api DockerspaCy REST API, wrapped in a Docker container.
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ExoplanetFast & scalable MCMC for all your exoplanet needs!
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Data Science ToolkitCollection of stats, modeling, and data science tools in Python and R.
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Aind NlpCoding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.
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Survival Analysis Using Deep LearningThis repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
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Deeptoxictop 1% solution to toxic comment classification challenge on Kaggle.
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ProsodyHelsinki Prosody Corpus and A System for Predicting Prosodic Prominence from Text
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Kaggle Crowdflower1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.
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Machine Learning ResourcesA curated list of awesome machine learning frameworks, libraries, courses, books and many more.
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Colorizing With GansGrayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400
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NaszillaNaszilla is a Python library for neural architecture search (NAS)
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GlassesHigh-quality Neural Networks for Computer Vision 😎
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