## Hot questions for Neural networks

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Using Neural networks in accord.net | Accord.Neuro in .NET: how to retrieve the neural networks weigths from the network? Inconsistent/Different Test Performance/Error After Training Neural Network in Accord.Net Approximation of best settings for a neural network? |

Using Neural networks in adaboost | Adaboost with neural networks Using scikit-learn's MLPClassifier in AdaBoostClassifier The implementation of Adaboost on neural network |

Using Neural networks in adversarial machines | Adverserial images in TensorFlow Get gradient value necessary to break an image Calculate gradient of neural network |

Using Neural networks in amazon sagemaker | AWS Sagemaker Neural Topic Model How to Deploy Amazon-SageMaker Locally in Python Using of Estamator.evaluate() on trained sagemaker tensorflow model |

Using Neural networks in amazon web services | Caffe | Check failed: error == cudaSuccess (2 vs. 0) out of memory Amazon AMI with Caffe R neuralnet package, running out of memory |

Using Neural networks in anaconda | Overfitting and data leakage in tensorflow/keras neural network loading dataset in jupyter notebook python Neural Network In Scikit-Learn not producing meaningful results How to handle two inputs for two neural networks |

Using Neural networks in android | Grayscale image classification with neural network on Android with OpenCV Reusing a Neural Network Android app with python backend How to rapidly prototype an image recognition application using Machine learning & neural network? |

Using Neural networks in apache spark mllib | SparkML MultilayerPerceptron error: java.lang.ArrayIndexOutOfBoundsException Using cross-validation to choose network-architecture for multilayer perceptron in Apache Spark Why is spark library using outputs(i+1) in MultilayerPerceptron for previous Delta Calculations |

Using Neural networks in approximation | Neural network for square (x^2) approximation Neural network sine approximation |

Using Neural networks in attention model | Hierarchical Attention Network - model.fit generates error 'ValueError: Input dimension mis-match' How to solve size mismatch of Multi Head Attention in pytorch? Adding softmax significantly changes weight updates |

Using Neural networks in audio | Expected dense_3_input to have shape (None, 40) but got array with shape (40, 1) How do I represent an audio file for use in a neural network? Audio segmentantion Fourier transformation with audio input in python |

Using Neural networks in autograd | Mini batch training for inputs of variable sizes autograd differentiation example in PyTorch - should be 9/8? How to do backprop in Pytorch (autograd.backward(loss) vs loss.backward()) and where to set requires_grad=True? Can pytorch's autograd handle torch.cat? |

Using Neural networks in automatic differentiation | What does the parameter retain_graph mean in the Variable's backward() method? How efficient/intelligent is Theano in computing gradients? Pytorch Autograd: what does runtime error "grad can be implicitly created only for scalar outputs" mean |

Using Neural networks in azure machine learning studio | Why do I get good accuracy with IRIS dataset with a single hidden node? Possible to access the internal representation of a neural network trained in Azure Machine Learning Service or Azure Machine Learning Studio? |

Using Neural networks in batch processing | How do I use Batch Normalization during test time in Keras? Batch processing in Torch with ClassNLLCriterion Batch processing mode in Caffe How are RNN's run on Keras? |

Using Neural networks in bigdata | How to train neural networks on big sample sets in Matlab? Is validation set used for updating neural network? How to use mysql database as dataset for machine learning Feed a complex-valued image into Neural network (tensorflow) |

Using Neural networks in brain.js | Use brain.js neural network to do text analysis brain.js correct training of the neuralNetwork How to properly set up brain.js Neural Network Why does my Brain.js neural network get stuck in the middle? Neural Network in JavaScript |

Using Neural networks in calculus | Using machine learning to make a computer learn calculus How do I perform a differentiable operation selection in TensorFlow? Cost value doesn't decrease when using gradient descent |

Using Neural networks in categorical data | Using Keras/ Neural Networks for categorical data Proper way to evaluate classification model ('UndefinedMetricWarning:') How to format alphanumeric categorical data for input into Neural Network? Python - Suggestions on using model in production 1 test at a time Convert multiple categorical variables to factors in R |

Using Neural networks in chainer | Optimization Target must be a link Using arrays as labels on MNIST data in chainer How to monitor error on a validation set in Chainer framework? |

Using Neural networks in chatbot | Keras seq2seq - word embedding Unable to load a pretrained model How to create a validation_set for TFLearn? |

Using Neural networks in cluster analysis | Matlab : Can SOM and kmeans be applied to binarize time series data? K-means clustering for VGG features is not working How to cluster data using self-organising maps? |

Using Neural networks in cntk | Wrap CNTK Applications Python CNTK speed comparation of 1bit SGD with normal SGD in 4 GPUs Extremely basic neural network not learning What is the usefulness of the mean file with AlexNet neural network? CNTK: conditional execution |

Using Neural networks in confusion matrix | tensorflow confusion matrix in Experimenter during evaluation confusion matrix as the result of neural network in matlab Correct practice and approach for reporting the training and generalization performance Confusion Matrix Error: Error: `data` and `reference` should be factors with the same levels keras, scikit-learn, python, binary classification confusion matrix (I may have a bug) |

Using Neural networks in convergence | multilayer_perceptron : ConvergenceWarning: Stochastic Optimizer: Maximum iterations reached and the optimization hasn't converged yet.Warning? Why doesn't this simple neural network converge for XOR? Optimizing Neural Network Input for Convergence Strange convergence in simple Neural Network Single neuron delta rule convergence for sigmoid Get number of iterations until convergence in R's RSNNS package SGD convergence test using learning rates Convergence fails for an example |

Using Neural networks in coordinates | tensorflow neural network with 3d mesh as input Coordinate normalization for NN input in matlab 3D coordinates as the output of a Neural Network How to find paragraph bounding box coordinates in a scanned document? Normalizing target coordinates tensorflow output coordinates |

Using Neural networks in crossover | NEAT algorithm: How to crossover disjoint and excess genes? What do I mutate and crossover in a genetic neural network? Why use Crossover in Neural Network training? Using the NEAT Algorithm, will a child of two genomes always have the same structure as the most fit parent? |

Using Neural networks in csv | Create a Combined CSV Files Keras: Loading minibatches from HDF5 and CSV When I use TensorFlow to decode `csv` file, how can I apply 'tf.map_fn' to SparseTensor? How do I normalize Non-CSV data in Encog TensorFlow: Reading and using data from CSV file Neural network with a CSV file in TensorFlow Tensorflow - Prepare a CSV file to feed a Recurrent Neural Network Find the hidden formula with Tensorflow (Handling Numeric I/O) Error-to train neural net with Keras and my own csv data Python neural network coding How to convert multiple images to csv? |

Using Neural networks in cudnn | Using Keras, How can I load weights generated from CuDNNLSTM into LSTM Model? PyTorch: training with GPU gives worse error than training the same thing with CPU where is the definition of _cudnn_convolution_full_forward in pytorch Does one convolutional filter always have different coefficients for each of the channels of the previous layer? How Convolution Layer takes 6 input and gives 16 output? |

Using Neural networks in data analysis | How to deal with Qualitative Data in machine learning algorithms R neural Networks Neural network not learning How to use deep learning for data with a feature network structure? Regression Problem: How to solve the problem of highly decimal input features |

Using Neural networks in data fitting | Confusion regarding Preparation of data for the task of data fitting using NN Explanation of Diagram of Matlab Neural Network |

Using Neural networks in dataframe | Error: nrow(x) == n is not TRUE when using Train in Caret Python/Sklearn - Value Error: could not convert string to float Scikit use list in train set for MLP pandas data frame used as input for neural network? 3D Tensor in a correct data shape for neural network How to Convert/Transform pandas dataframe for analysis using convolutional neural network? Learning neural network and saving the result |

Using Neural networks in debugging | Print output of a Theano network debugging 'TypeError: Can not convert a ndarray into a Tensor or Operation' for CNN Debugging GAN covergence error Debugging NEURON MOD files? Need some help debugging this java Is there a machine learning system that is easy to debug? |

Using Neural networks in deconvolution | How is using im2col operation in convolutional nets more efficient? Deconvolution under Keras issues Unable to train VAE with a deconvolutional layer Caffe Segmentation Net - softmax_loss_layer ERROR input channels does not match filter's input channels (Tensorflow) |

Using Neural networks in deep dream | Google Deep Dream art: how to pick a layer in a neural network and enhance it How to check a trained neural network Caffe::net reshape |

Using Neural networks in deep residual networks | How to tell the amount of layers in ResNet-18? What is "linear projection" in convolutional neural network Clarification on NN residual layer back-prop derivation Can Residual Nets skip one linearity instead of two? Inception-v1 vs Inception-Resnet-V1 |

Using Neural networks in deeplearning4j | Is there any example of using weighted loss for pixel-wise segmentation/classification tasks? DeepLearning4J NoSuchMethodError Data Type not understood in tensorflow Make DL4J classifier return score Why deeplearning4j regression example doesn't apply normalization for summing? Is there a way to change a neural network's topology in DL4J without having to retrain it? Basic deeplearning4j classification example "Invalid classification data: expect label value" Deeplearning4j org.nd4j.linalg.factory.Nd4jBackend$NoAvailableBackendException How to clear vocab cache in DeepLearning4j Word2Vec so it will be retrained everytime I am using deeplearning4j library. Anybody knows how to feed the bag of words to feed forward neural network? |

Using Neural networks in detection | Trying to find object coordinates (x,y) in image, my neural network seems to optimize error without learning Does Convolutional Neural Network possess localization abilities on images? Should I include negative examples for Tensorflow object detection API? Deep learning for face detection in mobile device Inputs for Neural Network for email spam detection Methods to feed multiple images of same object to neural network for object detection Face comparison (Not recognition or detection) using OpenCV and Keras? Neural Networks - Multiple object detection in one image with confidence Detecting small custom object using keras How to add class to existing model? an error in caffe train |

Using Neural networks in dimensionality reduction | How to use an autoencoder to visualize dimensionality reduction? (Python | TensorFlow) Accessing reduced dimensionality of trained autoencoder Searching a deep autoencoder example for dimensionality reduction Principal component analysis in matlab? |

Using Neural networks in dlib | How can I use dlib for a neural network regression? How to resize dlib neural network hidden layers at runtime? dlib mlp::kernel_1a_c member initialization inside a class |

Using Neural networks in dynet | updating subset of parameters in dynet calling parameters by name in dynet |

Using Neural networks in ensemble learning | Ensemble learning with Encog bootstrap a dataset in Matlab for Ensemble Learning How to ensemble two Neural Networks that has been trained differently? |

Using Neural networks in excel | Excel output of SPSS Modeler Writing an ANN in Excel: VBA Type Mismatch Error Neural Net Toolbox Feed Forward Network issuing "Output <variable> Not Assigned" error when spreadsheets are used as Training and Validation data |

Using Neural networks in face recognition | Unable to train/fine-tune with PReLU in caffe neural network in MATLAB fails in training |

Using Neural networks in fann | Training NN to calculate atan2(y, x) Using a neural network to provide recommendations How Get Weight Matrix from NN FANN? Train neural network with validation dataset in FANN FANN Neural Network - constant result |

Using Neural networks in faster rcnn | In caffe, py-faster-rcnn, "scores" return a large matrix, why? Resnet-18 as backbone in Faster R-CNN |

Using Neural networks in feature extraction | Where do filters/kernels for a convolutional network come from? Feature Extraction from Convolutional Neural Network (CNN) and use this feature to other classification algorithm Understanding feature extraction using a pretrained convolutional neural network Python numpy not multiplying matrix correctly. Filters for feature map in convolutional neural network Design of a Neural Network for Emotion Classification using Tweet Data |

Using Neural networks in feature selection | Convolutional Neural Network for time-dependent features Permutation-invariant neural network Order of Feature Encoding, Feature Selection and normalization Optimizing number of optimum features The number of hidden nodes in autoencoder with small number of features |

Using Neural networks in for loop | Python strange syntaxis Implementing a neural network in C# Multiple iterations of neural network loop in python How do I alter a variable belonging to a class in a for loop? (Java) xlswrite overwrite existing file Python: how to loop over 10, then backprop, then loop over next 10 Epoch time increases when using for loop in pycham |

Using Neural networks in forecasting | Forecasting time series data with PyBrain Neural Networks How to understand Keras 1D Convolution input shape and filter How does nnfor library choose number of nodes in each layer in elm and mlp networks? How to build an LSTM time-series forecasting model in python? test set for time series forecasting hybridModel of Auto.arima and ANN produce point forecast outside of 95% CI Understanding epoch, batch size, accuracy and performance gain in lstm forecasting model |

Using Neural networks in frameworks | Perceptron Sigmoid Replicating results with different artificial neural network frameworks (ffnet, tensorflow) CNTK: Start of features is set to 1 - mechanism of UCIFastReader Is it okay to use a deep learning frameworks rather than building the neural network from scratch? Is it possible to create your own Convolution Neural Network(CNN) by hand(without using any frameworks like Keras, Caffe, TF)? What is the kind of filter does keras uses for conv2D in CNN? |

Using Neural networks in gated recurrent unit | Explanation of GRU cell in Tensorflow? GRU implementation in Theano Gated Recurrent Unit and Long Short Term Memory How to apply a different dense layer for each timestep in Keras |

Using Neural networks in gaussian | additive Gaussian noise in Tensorflow Change Keras Standard Deviation of Gaussian Noise Layer while training Removing gaussian noise layer after training? Tensorflow.js error: unknown layer: GaussianNoise Receptive fields calculous for spiking neural networks in python |

Using Neural networks in gekko | Using Gekko's brain module, how do I determine how many layers and what type of layer to use to solve a deep learning problem? Bias nodes in the GEKKO ANN example can't assign to function callPython(parser-80) |

Using Neural networks in gensim | gensim word2vec: Find number of words in vocabulary How to use word2vec with keras CNN (2D) to do text classification? |

Using Neural networks in google cloud platform | Can I download Trained Model from Google Cloud ML Engine? Already implemented neural network on Google Cloud Platform How to change the scope of existing VM in GCP? |

Using Neural networks in google colaboratory | Google Colab is very slow compared to my PC load image dataset (folder or zip) located in Google Drive to Google Colab? Does Google-Colab continue running the script when "Runtime disconnected"? Google colab Transport endpoint is not connected how do i read/import images ,which is stored in my laptop, in google colab? |

Using Neural networks in graph theory | Determine edges belonging to triads in networks Mapping affiliations to adjacency matrix output In Python, is there a way to use networkx to display a neural network in the standard format? |

Using Neural networks in grid search | Keras Wrappers for Scikit Learn - AUC scorer is not working Grid search on epochs in neural network: each parameter being run 3 times Neural network grid search value error GridSearchCV for number of neurons Value Error trying to fit a neural network classifier using GridSearchCV Grid search for tuning my ANN using KerasClassifier wrapper stuck at Epoch 1/1 Grid Search in Multi class classification problems using Neural networks |

Using Neural networks in h2o | h2o deep learning weights and normalization Consisten results with Multiple runs of h2o deeplearning How does H2O AutoML treat factor variables? |

Using Neural networks in hdf5 | How to feed caffe multi label data in HDF5 format? Caffe classification labels in HDF5 Import huge non-image dataset in TensorFlow Caffe: Multi-Label Images with Varying Number of Labels Caffe not reading all h5 files What is happen when the number of file smaller than batch in HDF5 No data read from hdf5 in caffe prototxt How to create HDF5 file (mutli label classification) out of txt file to use in Caffe Caffe two class multi label classification with hdf5 caffe - Failed opening HDF5 file: train.h5 Use mean file in hdf5 in caffe |

Using Neural networks in imagenet | Object categories of pretrained imagenet model in caffe Trying to train the ImageNet model with Region CNN (R-CNN) Cropping/Scaling ImageNet Images Should I substract imagenet pretrained inception_v3 model mean value at inception_v3.py keras? Will YOLO anyhow perform differently from VGG-16. Will using it for image classification instead of VGG make sense? how to choose batch size in caffe Google Inception tensorflow.python.framework.errors.ResourceExhaustedError |

Using Neural networks in initialization | PyTorch - Effect of normal() initialization on gradients How to use He initialization in TensorFlow Convolutional Neural Network : Weights and Bias initialization initialization neural network model kfold How to initialize weights for simple deep Neural Network in tensorflow using for loop and xavier? Use a Pre-trained Network(1 branch) to initialize weights of layers in a Network with 2 branches in caffe How to create custom neural network with custom weight initialization in tensorflow or pytorch Changing model during training[tensorflow] How does initialization of neural networks affect convergence? |

Using Neural networks in ios | MPSCNN Weight Ordering How to tune hidden_dropout_ratios in h2o.grid in R IPhone X true depth image analysis and CoreML Coreml, Failure verifying inputs. Image is not valid how to implement neural artwork to get art painting images for ios? Deep learning - Find patterns combining images and bios data |

Using Neural networks in julia | Julia Flux, images with different dimension in neural network How can I directly modify the weight values in the Julia library Flux? Simple neural network in Julia Neural networks example using MXNet in Julia Error of neural networks does not converge |

Using Neural networks in jupyter notebook | Creating a single perceptron for training 'bool' object has no attribute 'shape' |

Using Neural networks in kaggle | Object is enumerable but not indexable? How to use Rs neuralnet package in a Kaggle competition about Titanic |

Using Neural networks in keras 2 | How to use keras ReduceLROnPlateau How does keras basic optimizer works? When is Layer.build() invoked in source code in keras? Stacking fully connected layers on top of two autoencoders for classification |

Using Neural networks in linear algebra | Modify neural net to classify single example Code is not working after translating it from Python to Julia Is numpy slower than c++ linear algebra libraries like eigen? How to express this tensor compute with numpy? |

Using Neural networks in linear regression | Simple Linear Regression using Keras DNN Linear Regression. MAE measurement error Tensorflow image segmentation via linear regression basic intuition for perceptron algorithm / linear regression Tensorflow Neural Network for Regression what is wrong with my linear regression neural network Linear Regression problem, ridiculously high loss Optimizing weights to improve linear regression How to gain acces to the bias and weights in ML.NET? How to write a basic neural network in tflearn for z = x/(x+y)? |

Using Neural networks in lmdb | Generating LMDB for Caffe Caffe & python, reading LMDB with complex label structure Reading encoded image data from lmdb database in caffe How to get the dataset size of a Caffe net in python? db_lmdb.hpp:15] Check failed: mdb_status == 0 (2 vs. 0) No such file or directory Error reading lmdb file in caffe net Caffe Net doesn't train (Loss doesn't change while training) Caffe convert_imageset with one class/ label Issue on running first example in caffe caffe multi-label training with lmdb to classifiy facial regions |

Using Neural networks in loops | Fitting Neural Net with different Epoch number in a loop without starting over each time Matlab GPU Backpropagation Confusion in Creating Simple Neural Network in MATLAB How can I use a loop? How to end loop one iteration earlier? |

Using Neural networks in machine translation | What's the point to have a UNK token for out of vocabulary words during decoding? How to decode the output of seq2seq? |

Using Neural networks in matcaffe | Multiple category classification in Caffe How can I convert data which form is matlab file to LMDB as my caffe input? Trying to use matcaffe for the interface between MATLAB and Caffe, but cannot find caffe_.cpp Datatype class: H5T_FLOAT F0413 08:54:40.661201 17769 hdf5_data_layer.cpp:53] Check failed: hdf_blobs_[i] ->shape(0) == num (1 vs. 1024) |

Using Neural networks in matconvnet | Convolutional layer to fully connected layer in Matconvnet Is it possible to create a CNN with real output? MATCONVVNET nnloss error 'Index Exceed Matrix Dimension' |

Using Neural networks in mathematical optimization | Training a neural network with complex valued weights (initialized complex valued weights real valued inputs) Hessian-Free Optimization versus Gradient Descent for DNN training Why aren't neural networks convex? |

Using Neural networks in matlab figure | How to close Neural Network Training Window and Self-Organizing Map using command line? How to view MATLAB neural network as graph (vertices and edges) Neural net fitting in matlab |

Using Neural networks in matlab guide | Using Workspace variables in a GUI matlab How to give the input layer in Layers array in MATLAB? MATLAB gui freeze after running my program |

Using Neural networks in matrix multiplication | PyTorch - shape of nn.Linear weights 3-D batch matrix multiplication without knowing batch size Multidimensional matrix multiplication on numpy array Calculating matrix product with numpy Is there a way to speed up this piece of code in MATLAB? Multiple matrix multiplication loses weight updates Python NumPy Array and Matrix Multiplication Good implementation of bias units in neural network |

Using Neural networks in max pooling | How to use max pooling to gather information from LSTM nodes keras vgg 16 shape error How to create a neural network that has a dynamic input? How to perform max pooling operation over 3D convolution array? Theano: how to efficiently undo/reverse max-pooling How is uneven input handled with same average pooling in keras / tensorflow |

Using Neural networks in mean square error | In which cases is the cross-entropy preferred over the mean squared error? Netlab - How are the errors calculated? How can I know if my Neural Network is doing good or not using Mean_Square_Error (Keras) How to use Root Mean Square Error for optimizing Neural Network in Scikit-Learn? |

Using Neural networks in memory leaks | Tensor is not an element of this graph Tensorflow : Memory leak even while closing Session? FANN: Memory leak when training ANN using data read from multiple files |

Using Neural networks in mfcc | How to combine mfcc vector with labels from annotation to pass to a neural network AttributeError: 'Series' object has no attribute 'label' Trying unsuccesfully to create a convolution layer to 2 dim input |

Using Neural networks in model fitting | Determining number of epochs for model fitting in Keras Advantage of fit_generator() in keras Test neural network using Keras Python Keras Multi-layer Neural Network Accuracy ValueError: invalid literal for float() Keras |

Using Neural networks in mse | Maximize the MSE of a keras model Keras MSE definition MSE during Neural Network training Training keras model; why mae decreases while mse increases? Why MSE from Keras is not the same as what I calculate? How to display R-squared value on my graph in Python tensorflow - is this equivalent to mse? dropout_rate and learning_rate do not change in RandomSearchCV |

Using Neural networks in multiclass classification | ROC curve and AUC for a multiclass and multilabel problem. ValueError: Target scores need to be probabilities for multiclass roc_auc Improving MLP performance (for multi-class classification) with poisson sampled labels using Keras Multilabel classification neural network, any one label Multiclass Classification for ANN Multiclass classification using Keras ValueError: Error when checking target: |

Using Neural networks in multidimensional array | indexing through an array in blocks How can I initialize my Matrix object as I would do with a multidimensional array in C#? Stacking multidimensional numpy arrays with one different dimension ArrayIndexOutOfBoundsException in 3D array Using Hash Tables in Leu of Multidimensional Array How can I fix this dot product method without adjusting the number of neurons? (Java) |

Using Neural networks in multiprocessing | Keras + Tensorflow and Multiprocessing in Python Effect of Data Parallelism on Training Result Generator "TypeError: 'generator' object is not an iterator" how to set shared weights for different neural networks among different Python processes? |

Using Neural networks in multithreading | Threading in tensorflow's input pipeline Force single-threaded ANN training |

Using Neural networks in neat | What is NEAT (Neuroevolution of Augmenting Topologies)? NeuroEvolution: NEAT algorithm innovation numbers When do mutations in NEAT occur? adjusted fitness in NEAT algorithm How are the bias neurons created in NEAT? A few questions on prototyping NEAT in JavaScript Synaptic / Neataptic simple NEAT XOR solution NEAT-Python fails to capture extreme values Neataptic always returning same value after training Feedforward Algorithm in NEAT (Neural Evolution of Augmenting Topologies) NEAT Two Identical Genes with Different Innovation Numbers Neataptic XOR solving only with 3 nodes |

Using Neural networks in networking | Temporal CNN to classify sounds: cur_target assertion Java Neuroph Framework data format |

Using Neural networks in neurolab | Neurolab retrain the network Library neurolab training newff Time series forecast with recurrent Elman network in neurolab Showing Neurolabs Weights/Bias for each node? Error in newff example of Neurolab How do I interpret the output of a neurolab simulation? How to get final Neural Network error with NeuroLab? |

Using Neural networks in neuron simulator | Is a multilayer neural net of 2 neurons just the same like 1 neuron Easy way to list NEURON section properties/information? In NEURON .MOD files what is the order of operations of the sections? |

Using Neural networks in neuroscience | How to prevent NN from forgetting old data Running jnml results in Error: Could not find or load main class org.neuroml.JNeuroML |

Using Neural networks in nnet | Specify Cross Validation Folds with caret nnet in R, 'softmax = TRUE' requires at least two response categories Using the TimeSeriesNnet() method from the nnet_ts module throws NameError Is an Averaged neural network (avNNet) the average from all iterations? Tuning size parameter for neural network Is nnet package in R only used to fit a neural network with single hidden layer? |

Using Neural networks in node.js | Reading MNIST dataset with javascript/node.js Strange behavior of the neutral network written in plain JS Brain.js - cannot load network from a json file Why this brain.js script is going too laggy? How forget what it learned OR How to start two different neural network? |

Using Neural networks in nolearn | How to calculate the number of parameters for convolutional neural network? Making neural net to draw an image (aka Google's inceptionism) using nolearn\lasagne How to get values of neurons on layer? Python-nolearn How to calculate F1-micro score using lasagne |

Using Neural networks in non linear regression | Neutral Net Regression Neural Network regression in tensorflow: error in code Neural network for univariate regression with numpy gives only linear results Normalization before data split in Neural Network Can I do regression with deep learning? |

Using Neural networks in nvidia digits | How do I interpret pycaffe classify.py output? Classification with torch model exported from digits - lua 5.1 Where can I find existing pre-trained torch models? |

Using Neural networks in nvidia | Tensorflow CUDA GTX 1070 import error How does GPU utilization work in the context of neural network training? Can GPU supports multiple jobs without delay? |

Using Neural networks in ocr | Does Tessaract OCR uses neural networks as their default training mechanism OCR using a Neural Network Which method should theoretically be best? enlarge / shrink PictureBox but maintain pixel ratio c# neural networks for Farsi OCR Difference Between the Three OCR Algorithms? |

Using Neural networks in octave | Neural Network not fitting XOR Learning curves for neural networks Choosing variables for neural network used for image recognition Octave/Matlab Error |

Using Neural networks in one hot encoding | Avoiding Dummy variable trap and neural network DNA data input for NN, one hot encoding Python OneHotEncoder Using Many Dummy Variables or better practice? Keras: Big one-hot-encoding: binary_crossentropy or categorical_crossentropy When labeling dimension is too big and want to find another way rather than one-hot encoding |

Using Neural networks in openai gym | How to look at the parameters of a pytorch model? Input shape in Keras Deep Neural Network does not update weights upon training |

Using Neural networks in opencl | OpenCL / AMD: Deep Learning OpenCL Theano - How to forcefully disable CUDA? Does libGDX support the OpenCL wrapper built into LWJGL, which it is built off of? |

Using Neural networks in opencv3.0 | OpenCV 3.0 Can't load neural network How to save a Tensorflow model ( which doesnt contain any variable ) to port it in OpenCV |

Using Neural networks in opencv3.1 | Multi-Layer Perceptrons in EmguCV Caffe+GPU+Opencv3.1+Python3.5+Anaconda:fatal error: Python.h: No such file or directory OpenCV image recognition - setting up ANN MLP |

Using Neural networks in openvino | Get parameters/weights for each layer of the model using the c++ API on OpenVINO cv::dnn::Layer::forward does not work on specific layer (python) |

Using Neural networks in pattern recognition | Extracting Patterns using Neural Networks Neural Network Array Pattern Recognition using Encog -- How to test a next pattern? What is better to use in pattern recognition problems? Machine learning or neural networks? How to use multiple labels as targets in Neural Net Pattern Recognition Toolbox? How can I reuse the same neural network to recreate the same results I had while training/creating the network? explain backpropagation algorithm bishop codes character or pattern recognition Is Iris Dataset considered as extracted features Dataset for images? |

Using Neural networks in pca | Using features without applying PCA How is a linear autoencoder equal to PCA? I'm pca with Deep neural network using TenserFlow with MNISt database, getting errors with shape of the data How many principal components should I use in pattern classification? PCA reducing the accuracy of my neural network and also causing to overfit |

Using Neural networks in php | Modify XOR Neural network to other type of Neural networks Basic perceptron for AND gate in PHP, am I doing it right? Weird results Extracting data from scanned data Artifical Neural Netword Normalization How translate a neural network from C to PHP |

Using Neural networks in pickle | Keras: TypeError: can't pickle _thread.lock objects with KerasClassifier Keras KerasClassifier gridsearch TypeError: can't pickle _thread.lock objects cPickle very large amount of data cPickle.load() doesnt accept non-.gz files, what can I use for .pkl files? How can I make a "tuple of an ndarray of ndarrays"? |

Using Neural networks in protocol buffers | How to write comments in prototxt files? Label smoothing in caffe with prototxt without data regeneration Understanding caffe library Old prototxt syntax in caffe use caffe to train my own jpg datasets:type "caffe.ImageDataParameter" has no field named "backend" |

Using Neural networks in pycharm | How do I find the false positive and false negative rates for a neural network? Pytorch: [TypeError: __init__() takes 1 positional argument but 2 were given] Why do I get a type error when trying to run convolutional neural network on pycharm, with python XOR Neural Network using TensorFlow in Python |

Using Neural networks in pylearn | Can the validation error of a dataset be higher than the test error during the whole process of training a neural network? create a single layer neural network with pylearn2 Convert image data to grayscale from npy file in pylearn2 |

Using Neural networks in pyspark | PySpark: How to get classification probabilities from MultilayerPerceptronClassifier? Saving and loading an autoencoder Why Spark ML perceptron classifier has high F1-score while the same model on TensorFlow performs very badly? |

Using Neural networks in quantization | Quantize a Keras neural network model Self organizing Maps and Linear vector quantization ANN: Learning Vector Quantization not working Learning Vector Quantization (LVQ) Unbalance Input Size |

Using Neural networks in r caret | Error when using neural networks (CARET package) R Error with neural network caret parameter tuning Scaling [-1,1] for Neural Networks: Also for DummyVars? |

Using Neural networks in random forest | Neural network versus random forest performance discrepancy Machine learning - Calculating the importance of a "value" in a variable What machine learning model should I use? |

Using Neural networks in rapidminer | Export results in Rapidminer Attributes do not match in rapidminer Rapidminer dummy coding mismatch |

Using Neural networks in raspberry pi | How to deploy trained tensorflow network on e.g. Raspberry Pi How to get inputs in a given time frame? How to make continuous video classification with Tensorflow Inception and raspberryPi? |

Using Neural networks in recursion | MNIST classification in tensorflow, RecursionError: maximum recursion depth exceeded How to recursively expand/resolve/flatten nested models in keras? |

Using Neural networks in resnet | Time taken to train Resnet on CIFAR-10 convert resnet implementation from caffe to tensorflow Pytorch Where Does resNet add values? |

Using Neural networks in ruby | Train neural network with sine function Neural network sine function FANN Error 20: The number of output neurons in the ann (4196752) and data (1) don't match Epochs |

Using Neural networks in scala | keras tensorboard: plot train and validation scalars in a same figure How to fix RuntimeError "Expected object of scalar type Float but got scalar type Double for argument"? RuntimeError: Expected object of scalar type Long but got scalar type Float for argument #2 'mat2' how to fix it? Simple neural network using linear algebra and scala breeze Apache SystemML scalar-martix (elementwise) multiplication not working How to build Neural Network in Spark? Gradient descent : should delta value be scalar or vector? |

Using Neural networks in scipy | Increasing speed of a pure Numpy/Scipy convolutional neural network implementation Keras BFGS training using Scipy minimize Use of scipy.optimize.minimize in Neural Network Finding the self-consistent solution to an equation Neural net optimization failing (using Scipy fmin_cg) Backpropagation neural network what is use of scipy.misc library in machine learning? |

Using Neural networks in self organizing maps | Self-Organizing Maps Get hextop self-organizing map neuron connections |

Using Neural networks in semantic segmentation | Semantic Segmentation Loss functions Image per-pixel Scene labeling output issue (using FCN-32s Semantic Segmentation) Upsampling in Semantic Segmentation Why does this semantic segmentation network have no softmax classification layer in Pytorch? ouputs in semantic segmentation task |

Using Neural networks in seq2seq | Error when building seq2seq model with tensorflow How does batching work in a seq2seq model in pytorch? Graph visualisaton is not showing in tensorboard for seq2seq model Seq2Seq for string reversal Masking: Mask everything after a specified token (eos) Input dimension error when fitting a SimpleSeq2Seq model TrainingHelper in Tensorflow seq2seq don't use start token as the initial input? |

Using Neural networks in sequence to sequence | How should we pad text sequence in keras using pad_sequences? How to code a sequence to sequence RNN in keras? Sequence to sequence modeling in python Sequence to Sequence Learning with Keras What is Sequence to Sequence Learning with Neural Networks |

Using Neural networks in serialization | model.save_weights and model.load_weights not working as expected How to create a "serialized" version of a model? Dynamically creating an identical and independent copy of a neural network. JAVA |

Using Neural networks in shuffle | What does "shuffle" do in fit_generator in keras? Does Caffe need data to be shuffled? How to add dynamically created input images to a RandomShuffleQueue using a QueueRunner in tensor flow Tensorflow - shuffle & split dataset of images and labels When should I shuffle in StratifiedKFold Should I shuffle the data to train a neural network using backpropagation? Why do I need to shuffle data, when I get the path to images? Caffe's way of doing data shuffling |

Using Neural networks in simulation | How to map "boolean spike result" to "floating point input current value" in spiking neural network? Fitness evaluation and training set in realtime simulation neuro-evolution Neural network simulation error Genetic Algorithm A.I. repetitive behavior How to denormalize the output in a Neural Network (MATLAB)? Artificial Intelligence Synaptic Connection strength simulation |

Using Neural networks in skflow | Adding regularizer to skflow Is it desirable to scale data for skflow.TensorFlowDNNClassifier? |

Using Neural networks in sklearn pandas | How to view the rows marked as False Positive and False Negative from confusion matrix Error from sklearn.neural_network import MLPRegressor MLP classification fitting I don't know how to pick the weights for my neural network in python |

Using Neural networks in sparse matrix | Converting Tensor to a SparseTensor for ctc_loss Using fit_generator in Keras Model |

Using Neural networks in speech recognition | Understanding relation between Neural Networks and Hidden Markov Model Does "epoch" have different meanings with respect to HMMs and Neural Networks? |

Using Neural networks in spyder | Artificial Neural Network - Compiling error BrokenPipeError: [Errno 32] Broken pipe error when running GANs How to convert str into float? ValueError: could not convert string to float: '0,25691372' How to turn off droput during validation/tesing phase? What can I do to change dot in comma? |

Using Neural networks in stanford nlp | Is there a Python wrapper for Stanford Neural Net based dependency parser? Stanford parser output doesn't match demo output |

Using Neural networks in style transfer | What's the relationship between Style Transfer and GAN? Use of L2-normalization in style transfer - no weights involved? How to remove deconvolution noise in style-transfer neural network Is it possible to perform style transfer on my own images? |

Using Neural networks in swift | Simple Neural Network with backpropagation in Swift XOR Neural Network - unexpected results Neural Network in Swift |

Using Neural networks in tensorflow datasets | DataSet normalize range of input values TensorFlow: Implementing Single layer perceptron / Multi layer perceptron using own data set tf.dataset, multiple path inputs, and mapping per batch to load images Error in feed dict TensorFlow with float input |

Using Neural networks in tensorflow estimator | Early stopping with tf.estimator, how? What are 'batches' and 'steps' in TensorFlow Estimators and how do they differ from epochs? TensorFlow - `keys` or `default_value` doesn't match the table data types Tensorflow custom estimator for logical 'AND' Why softmax cross entropy loss never gives a value of zero in tensorflow? |

Using Neural networks in tensorflow gpu | Tensorflow GPU utilization only 60% (GTX 1070) Tensorflow: GPU Utilization is almost always at 0% Weights and Biases not updating in tensorflow tensorflow: output layer always shows [1.] Different results on multiple evaluating on the GPU and model loading TensorFlow: GPU not fully utilized while training BLSTM |

Using Neural networks in tensorflow lite | What are the Tensorflow qint8, quint8, qint32, qint16, and quint16 datatypes? How to quantize TensorFlow Lite model to 16-bit How to execute inference of tensorflow model in Android |

Using Neural networks in tensorflow serving | tensorflow argmax returns tuple? Freezing a CNN tensorflow model into a .pb file |

Using Neural networks in tensorflow2.0 | Custom Neural Network Implementation on MNIST using Tensorflow 2.0? How to control verbosity in TensorFlow 2.0 what assert do in the neural network? ValueError: Operands could not be broadcast together with shapes (54, 54, 128) (54, 54, 64) Which layer should I use when I build a Neural Network with Tensorflow 2.x? |

Using Neural networks in text classification | Text classification using Keras: How to add custom features? Why should my training set also be skewed in terms of number of class distribution just because my test set is skewed Text classification with LSTM Network and Keras Optimizer and Estimator in Neural Networks Adding an extra dimension to text classification How can I reduce the RAM utilization in my program that use deeplearning4j (Memory-mapped files and WorkspaceConfiguration)? How to view incorrectly recognized text Why won't my neural network train? |

Using Neural networks in tf slim | TF-slim layers count Classifying images using pre-trained (Tensorflow) CNN |

Using Neural networks in tf.keras | KERAS-Instructions for updating: Colocations handled automatically by placer Why I got different training results from using keras and tf.keras? |

Using Neural networks in torchvision | How to use AlexNet with one channel Train SqueezeNet model using MNIST dataset Pytorch Fix random seed for torchvision transforms |

Using Neural networks in transfer learning | How to reset specific layer weights for transfer learning? Best CNN architectures for small images (80x80)? Transfer Learning and linear classifier Transfer Learning fails because dense layer is expected to have shape (None,1) Can we use batch normalization with transfer learning for an instance with different data distribution? Transfer learning using saved bottleneck values (inference with full model) VGG transfer learning error Can't replace classifier on Densenet121 in pytorch |

Using Neural networks in transformer | Attention Text Generation in Character-by-Character fashion PyTorch: Different Forward Methods for Train and Test/Validation |

Using Neural networks in ubuntu | How to enable multithreading with Caffe? Terminal output redirection not working for Caffe Different output of GoogLeNet Model in Virtual Machine and Ubuntu 14.04 what's meaning of "-backend=lmdb" Error when running a neural network using caffe Compiling Caffe: undefined reference to `PyString_FromString' |

Using Neural networks in unity3d | how to assign states in a DQN (Deep Q-Network)? How to train a neural network to generate movements based on a training set of hand motions? Cannot convert data from textfile to array using .Split (C# Unity3D) |

Using Neural networks in unsupervised learning | How to train and fine-tune fully unsupervised deep neural networks? Datum object in caffe - unsupervised networks Unsupervised deep artificial neural network classifier for rare occurrences of an event Implementing Oja's Learning rule in Hopfield Network using python |

Using Neural networks in vectorization | PyTorch - applying attention efficiently Computing the gradients for a two-layer neural network How to avoid loops by Vectorizing below code? |

Using Neural networks in vgg net | Keras VGG16 fine tuning fine-tuning with VGG on caffe A proper way to adjust input size of CNN (e.g. VGG) |

Using Neural networks in visualization | K.gradients(loss, input_img)[0] return "None". (Keras CNN visualization with tensorflow backend) What is the appropriate penultimate layer for Grad-CAM visualization on Inception V3? Multilayer-perceptron, visualizing decision boundaries (2D) in Python Tensorflow - Visualizing learned filters of a pretrained network What are these (None,x) values in Keras model visualization? Why does TensorFlow create extra name spaces for my variables in the TensorBoard visualization? Visualizing neural network using python |

Using Neural networks in voice recognition | How can I improve my Neural Network accucary ( Speaker Recognition - MFCC ) Can I classify ivectors with neural networks for language recognition? |

Using Neural networks in vowpalwabbit | What kind of feature extractor is used in vowpal wabbit? vowpal-wabbit: use of multiple passes, holdout, & holdout-period to avoid overfitting? Is it possible to train a neural network with multiple hidden layers in Vowpal Wabbit? |

Using Neural networks in weighted average | Is it possible to load weight with definite amount or with an initializer in NN in keras in model.add? Why is l2 regularization always an addition? How to set some weights in a layer to a particulr number? why is gradient descent with momentum an exponentially weighted average? |

Using Neural networks in weka | Weka multi-perceptron with multiple hidden layers How should I interpret a neural network that won't overfit? why is there threshold in multilayer perceptron in weka Neural Networks in WEKA |

Using Neural networks in yolo | DarkNet - Nothing is detected for the custom training data Adding a background on inputs for convolutional neural net? Transforming MPSNNImageNode using Metal Performance Shader Is there a "Yolo DNN" detector version similar to "Not Suitable for Work"/"NSFW"? |