Lightning BoltsToolbox of models, callbacks, and datasets for AI/ML researchers.
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VSGANVapourSynth Single Image Super-Resolution Generative Adversarial Network (GAN)
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Nlg EvalEvaluation code for various unsupervised automated metrics for Natural Language Generation.
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EvalneSource code for EvalNE, a Python library for evaluating Network Embedding methods.
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NLP-toolsUseful python NLP tools (evaluation, GUI interface, tokenization)
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MuseganAn AI for Music Generation
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ExermoteUsing Machine Learning to predict the type of exercise from movement data
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InstaganInstaGAN: Instance-aware Image Translation (ICLR 2019)
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ADL2019Applied Deep Learning (2019 Spring) @ NTU
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AoeAoE (AI on Edge,终端智能,边缘计算) 是一个终端侧AI集成运行时环境 (IRE),帮助开发者提升效率。
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ConganContinious Generative Adversarial Network
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Pytorch RlThis repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
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gans-collection.torchTorch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)
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AdversarialnetspapersAwesome paper list with code about generative adversarial nets
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EnmfThis is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.
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Qualia2.0Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.
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SeanSEAN: Image Synthesis with Semantic Region-Adaptive Normalization (CVPR 2020, Oral)
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Pytorch-Image-Translation-GANsPytorch implementations of most popular image-translation GANs, including Pixel2Pixel, CycleGAN and StarGAN.
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Keras Idiomatic ProgrammerBooks, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
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webMUSHRAa MUSHRA compliant web audio API based experiment software
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ExprganFacial Expression Editing with Controllable Expression Intensity
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Machine Learning머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
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WhiteBox-Part1In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)
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Matlab GanMATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
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steam-stylegan2Train a StyleGAN2 model on Colaboratory to generate Steam banners.
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Niftynet[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
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SeganSpeech Enhancement Generative Adversarial Network in TensorFlow
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PFL-Non-IIDThe origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage…
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Esrgan Tf2ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.
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AdvSegLossOfficial Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]
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Ad examplesA collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
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infnet-spenTensorFlow implementation [ICLR 18] "Learning Approximate Inference Networks for Structured Prediction"
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Dr Gan By PytorchAn implement of Disentangled Representation Learning GAN for Pose-Invariant Face Recognition
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FuzzbenchFuzzBench - Fuzzer benchmarking as a service.
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WhatsMissingInGeoparsingThe accompanying code and data for the Springer 2017 publication "What's missing in geographical parsing?" in Language Resources and Evaluation.
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ExprFast and lightweight math expression evaluator in C99
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StyleGANCppUnofficial implementation of StyleGAN's generator
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ExposureLearning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.
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pytorch ganSpectral Normalization and Projection Discriminator
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GanspaceDiscovering Interpretable GAN Controls [NeurIPS 2020]
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Autogan[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
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Chainer Gan LibChainer implementation of recent GAN variants
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Ml codeA repository for recording the machine learning code
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CycleganPyTorch implementation of CycleGAN
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Gan TimelineA timeline showing the development of Generative Adversarial Networks (GAN).
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MixupImplementation of the mixup training method
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