AiopenAIOpen是一个按人工智能三要素(数据、算法、算力)进行AI开源项目分类的汇集项目,项目致力于跟踪目前人工智能(AI)的深度学习(DL)开源项目,并尽可能地罗列目前的开源项目,同时加入了一些曾经研究过的代码。通过这些开源项目,使初次接触AI的人们对人工智能(深度学习)有更清晰和更全面的了解。
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Reinforcementlearning AtarigamePytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
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Linear Attention Recurrent Neural NetworkA recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
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Stock Price PredictorThis project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
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Relation Classification Using Bidirectional Lstm TreeTensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations
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Screenshot To CodeA neural network that transforms a design mock-up into a static website.
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EthnicolrPredict Race and Ethnicity Based on the Sequence of Characters in a Name
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Handwriting SynthesisImplementation of "Generating Sequences With Recurrent Neural Networks" https://arxiv.org/abs/1308.0850
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Rnn NotebooksRNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)
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Video ClassificationTutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
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Deep Learning With PythonExample projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
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Stock Prediction ModelsGathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
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Music2danceGenerating Dance steps for given music with deep learning
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Qa RankitQA - Answer Selection (Rank candidate answers for a given question)
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OnionDataset of The Onion articles and real "Onion-like" news articles from the subreddit r/NotTheOnion, along with a jupyter notebook extracting the dataset and performing classification.
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Pr NetNon-Rigid Point Set Registration Networks
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Gnn TutorialGraph Neural Network Tutorial
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Face Mask DetectionFace masks are crucial in minimizing the propagation of Covid-19, and are highly recommended or even obligatory in many situations. In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.
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Bempp ClA fast Python based just-in-time compiling boundary element library
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Mlj.jlA Julia machine learning framework
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KaggleDueApe数据科学,Kaggle代码资源分享
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Gdl codeThe official code repository for examples in the O'Reilly book 'Generative Deep Learning'
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Cookbook Code[DEPRECATED] See the new edition:
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Hyperbolic zslHyperbolic Visual Embedding Learning for Zero-Shot Recognition (CVPR 2020)
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Arxiv ManateeArxiv Sanity with novel paper search
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Got Book 6LSTM trained on the first five ASOIAF/GOT books
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Depictioninterpret deep learning models in a framework-independent fashion
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Sta 663 2015Course materials for STA663
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Parsing PdfsExtracting tabular information from PDFs using python
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Fractional differencing gpuRapid large-scale fractional differencing with RAPIDS to minimize memory loss while making a time series stationary. 6x-400x speed up over CPU implementation.
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Opencv TutorialsTutorials for learning OpenCV in Python from Scratch
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ExkmcExpanding Explainable K-Means Clustering
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Nla2017Skoltech 2017 NLA course
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Stanfordextra12k labelled instances of dogs in-the-wild with 2D keypoint and segmentations. Dataset released with our ECCV 2020 paper: Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop.
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Scrape global tempsQuick python code to scrape the latest data from all the global surface temperature datasets and return it on a common baseline period.
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MoltransMolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction (Bioinformatics)
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Tensorflow1머신러닝야학 - 텐서플로우1 수업을 위한 코드입니다.
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RenkotradingSimple algorithm inspired on Renko charts applied to cryptocurrency trading
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