Repo 2016R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
Stars: ✭ 103 (+77.59%)
seq2seq-autoencoderTheano implementation of Sequence-to-Sequence Autoencoder
Stars: ✭ 12 (-79.31%)
Data Science Ipython NotebooksData science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Stars: ✭ 22,048 (+37913.79%)
Bert KerasKeras implementation of BERT with pre-trained weights
Stars: ✭ 820 (+1313.79%)
AutoencodersTorch implementations of various types of autoencoders
Stars: ✭ 421 (+625.86%)
NeurecNext RecSys Library
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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 (+582.76%)
Tensorflow BookAccompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Stars: ✭ 4,448 (+7568.97%)
DancenetDanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
Stars: ✭ 469 (+708.62%)
Rnn Theano使用Theano实现的一些RNN代码,包括最基本的RNN,LSTM,以及部分Attention模型,如论文MLSTM等
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DeepconvsepDeep Convolutional Neural Networks for Musical Source Separation
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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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Tensorflow TutorialTensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
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Practical dlDL course co-developed by YSDA, HSE and Skoltech
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DrawReimplementation of DRAW
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DeepoSetup and customize deep learning environment in seconds.
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Theano lstm🔬 Nano size Theano LSTM module
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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.
Stars: ✭ 641 (+1005.17%)
ZhihuThis repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
Stars: ✭ 3,307 (+5601.72%)
Nmt KerasNeural Machine Translation with Keras
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Punctuator2A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
Stars: ✭ 483 (+732.76%)
Practical rlA course in reinforcement learning in the wild
Stars: ✭ 4,741 (+8074.14%)
PyodA Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
Stars: ✭ 5,083 (+8663.79%)
YannThis toolbox is support material for the book on CNN (http://www.convolution.network).
Stars: ✭ 41 (-29.31%)
Generative ModelsAnnotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
Stars: ✭ 438 (+655.17%)
CnngesturerecognizerGesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV
Stars: ✭ 790 (+1262.07%)
Tensorflow Mnist VaeTensorflow implementation of variational auto-encoder for MNIST
Stars: ✭ 422 (+627.59%)
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.
Stars: ✭ 31 (-46.55%)
Keras TextText Classification Library in Keras
Stars: ✭ 421 (+625.86%)
Deepsvg[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.
Stars: ✭ 403 (+594.83%)
LasagneLightweight library to build and train neural networks in Theano
Stars: ✭ 3,800 (+6451.72%)
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
Stars: ✭ 720 (+1141.38%)
Personality DetectionImplementation of a hierarchical CNN based model to detect Big Five personality traits
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Theano Roi AlignAn implementation of the RoiAlign operation for Theano
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LearningThe data is the future of oil, digging the potential value of the data is very meaningful. This library records my road of machine learning study.
Stars: ✭ 330 (+468.97%)
Deep srlCode and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next
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Rnn VaeVariational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"
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AgentnetDeep Reinforcement Learning library for humans
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ParrotRNN-based generative models for speech.
Stars: ✭ 601 (+936.21%)
Deep Learning VmSets up a VM with Keras, TensorFlow, TFLearn and Theano installed
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ReturnnThe RWTH extensible training framework for universal recurrent neural networks
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Keras RlDeep Reinforcement Learning for Keras.
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Alae[CVPR2020] Adversarial Latent Autoencoders
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Keras RcnnKeras package for region-based convolutional neural networks (RCNNs)
Stars: ✭ 526 (+806.9%)
RecoderLarge scale training of factorization models for Collaborative Filtering with PyTorch
Stars: ✭ 46 (-20.69%)