Tutorials机器学习相关教程
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GempyGemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to adress parameter and model uncertainties.
Stars: ✭ 396 (+620%)
MarianaThe Cutest Deep Learning Framework which is also a wonderful Declarative Language
Stars: ✭ 151 (+174.55%)
DrawReimplementation of DRAW
Stars: ✭ 346 (+529.09%)
Mlatimperial2017Materials for the course of machine learning at Imperial College organized by Yandex SDA
Stars: ✭ 71 (+29.09%)
Keras GpKeras + Gaussian Processes: Learning scalable deep and recurrent kernels.
Stars: ✭ 218 (+296.36%)
Theano lstm🔬 Nano size Theano LSTM module
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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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AgentnetDeep Reinforcement Learning library for humans
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Twitter Sent DnnDeep Neural Network for Sentiment Analysis on Twitter
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Feel The KernGenerating proportional fonts with deep learning
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Keras VisNeural network visualization toolkit for keras
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neuralnets-semanticsWord semantics Deep Learning with Vanilla Python, Keras, Theano, TensorFlow, PyTorch
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YannThis toolbox is support material for the book on CNN (http://www.convolution.network).
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reweighted-wsImplementation of the reweighted wake-sleep machine learning algorithm
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IlqrIterative Linear Quadratic Regulator with auto-differentiatiable dynamics models
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Iris PythonCollection of iris classifcation program for teaching purpose
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Alphazero gomokuAn implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Stars: ✭ 2,570 (+4572.73%)
Theano-MPIMPI Parallel framework for training deep learning models built in Theano
Stars: ✭ 55 (+0%)
Theano Kaldi RnnTHEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.
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Nmtpynmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
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DeepoSetup and customize deep learning environment in seconds.
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BrainPrepPreprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.
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bihmBidirectional Helmholtz Machines
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HyperdensenetThis repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
Stars: ✭ 124 (+125.45%)
symbolic-pymcTools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
Stars: ✭ 58 (+5.45%)
Bert KerasKeras implementation of BERT with pre-trained weights
Stars: ✭ 820 (+1390.91%)
seq2seq-autoencoderTheano implementation of Sequence-to-Sequence Autoencoder
Stars: ✭ 12 (-78.18%)
Opt MmdLearning kernels to maximize the power of MMD tests
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email-summarizationA module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.
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Machine Learning Curriculum💻 Make machines learn so that you don't have to struggle to program them; The ultimate list
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vbcgreal-time application for video-based methods in the context of MRI
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Keras ContribKeras community contributions
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spinalcordtoolboxComprehensive and open-source library of analysis tools for MRI of the spinal cord.
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sycomoreMRI simulation toolkit
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sigmanetSigmanet: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction,
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DeepjazzDeep learning driven jazz generation using Keras & Theano!
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PixelcnnTheano reimplementation of pixelCNN architecture
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Aetros CliAETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer
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ParrotRNN-based generative models for speech.
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PROSTATEx masksLesion and prostate masks for the PROSTATEx training dataset, after a lesion-by-lesion quality check.
Stars: ✭ 42 (-23.64%)
Keras RlDeep Reinforcement Learning for Keras.
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BraTS18-ChallegeMultimodal Brain Tumor Segmentation Challenge 2018
Stars: ✭ 44 (-20%)
MRSignalsSeqsStanford University Rad229 Class Code: MRI Signals and Sequences
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Keras RcnnKeras package for region-based convolutional neural networks (RCNNs)
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mrivismedical image visualization library and development toolkit
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bids-matlabMATLAB / Octave tools for BIDS datasets
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DlwinGPU-accelerated Deep Learning on Windows 10 native
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MIRACLMulti-modal Image Registration And Connectivity anaLysis
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