Corex topicHierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
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Predictive Maintenance Using LstmExample of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
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Kafka Streams Machine Learning ExamplesThis project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.
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IntroneuralnetworksIntroducing neural networks to predict stock prices
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Beta VaePytorch implementation of β-VAE
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SimclrPyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
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Mmt[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.
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Graph2vecA parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
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Labml🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
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Amazing Semantic SegmentationAmazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)
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Minisom🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
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Srnnsliced-rnn
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Domain Transfer NetworkTensorFlow Implementation of Unsupervised Cross-Domain Image Generation
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Context Encoder[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
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DensedepthHigh Quality Monocular Depth Estimation via Transfer Learning
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PaseProblem Agnostic Speech Encoder
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MlxtendA library of extension and helper modules for Python's data analysis and machine learning libraries.
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Unsup3d(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
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SelflowSelFlow: Self-Supervised Learning of Optical Flow
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Athenaan open-source implementation of sequence-to-sequence based speech processing engine
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HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
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Variational AutoencoderVariational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
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AutovcAutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
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TransferlearningTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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Sc Sfmlearner ReleaseUnsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video (NeurIPS 2019)
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Face Mask DetectionFace Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
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PyodA Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
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Enlightengan[IEEE TIP'2021] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
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Awesome VaesA curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
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Summary loopCodebase for the Summary Loop paper at ACL2020
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Pytorch2kerasPyTorch to Keras model convertor
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Recycle GanUnsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)
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NhdrrnetKeras Implementation of the paper Deep HDR Imaging via A Non-Local Network - TIP 2020
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CcCompetitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
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All About The GanAll About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
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Pytorch CortexnetPyTorch implementation of the CortexNet predictive model
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Paragraph Vectors📄 A PyTorch implementation of Paragraph Vectors (doc2vec).
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Alibi DetectAlgorithms for outlier and adversarial instance detection, concept drift and metrics.
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DeepcutA Thai word tokenization library using Deep Neural Network
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Discogan PytorchPyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
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DgiDeep Graph Infomax (https://arxiv.org/abs/1809.10341)
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Chineseaddress ocrPhotographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。
Stars: ✭ 309 (+713.16%)
BagofconceptsPython implementation of bag-of-concepts
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Lemniscate.pytorchUnsupervised Feature Learning via Non-parametric Instance Discrimination
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GdynetUnsupervised learning of atomic scale dynamics from molecular dynamics.
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IvaIVA: Independent Vector Analysis implementation
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DncnnBeyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
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OttoOtto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub
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Music recommenderMusic recommender using deep learning with Keras and TensorFlow
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