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Hello, Im trying to assess multicollinearity between my multinomial IVs and I used two methods after extensive readings (and given my limitations with only using SPSS) 1- /i ran a 2 by 2...
12 August 2021 1,986 9 View
Considering that LSTM are good for time series sequences, I have trained LSTM for multiclass classification task in Pytorch environment, several parameters of LSTM model were tuned including...
11 August 2021 327 4 View
I find it difficult using training samples to classify pixels into sample classes
10 August 2021 6,654 5 View
As we move forward to dismantle racism within education, it is important to identify and share effective strategies to elevate the curriculum to a higher standard that recognizes and celebrates...
10 August 2021 4,987 3 View
I want to fit a large amount of nonlinear data using multilayer perceptron neural network, what is the accurate, low computational cost and the fastest method. I used "Pytorch" (with "Cuda" which...
09 August 2021 2,403 6 View
I want to train a nonlinear system with MLP neural network in PyTorch , how can found the optimum value of hyper parameters such as the number of hidden layers and nodes?
09 August 2021 4,874 6 View
I have built a semantic segmentation network using the segnet layers (on MATLAB) to identify circular and psuedo-circular objects in a series of grayscale images. I have trained the model with the...
09 August 2021 7,524 1 View
There are two vectors, the dimension of which is 500 or higher. What method can be used to judge the similarity between the two vectors more reliably? Euclidean distance? Cosine similarity? L1...
08 August 2021 1,569 0 View
Please suggest some variables through which I can easily find the effectiveness of Cross Cultural Training and it impact on work performance of expatriates
07 August 2021 7,723 4 View
I have build the UNET model in MATLAB, the training was interrupted, Now I am trying to resume/continue the training from the last checkpoint (saved during the training) , but I got the Error "...
02 August 2021 7,458 1 View
My model is not outputting the results I expected. I don't quite know my way around ANN. After learning how to use SupervisedDBNClassification from https://github.com/albertbup/deep-belief-network...
02 August 2021 2,825 5 View
It is clear that we need GPU ressources when training a Deep Learning. However, once the model is trained and the weights generated and exported, do we really need GPU capabilities to deploy the...
02 August 2021 8,026 3 View
I am training a deep learning model toward a image classification task. The VGG-16 model is trained individually on two different training sets with varying degrees of data imbalance. Set-1 had...
30 July 2021 2,901 3 View
Hello all, I want to know the name of resource persons or organizations who will able to deliver HamnoSys training sessions for PhD scholars.
28 July 2021 4,644 2 View
My Mentor Graphics version is 2.4
27 July 2021 731 1 View
I have conducted open ended surveys for which the responses I am analysing qualitatively/thematically. There are some questions in the survey which are yes/no answers that then follow up with a...
26 July 2021 3,332 3 View
My learning curves are giving fluctuations for a 3 class classification problem. I am training using Resnet 50 with class 1 of 899 images class 2 of 899 images class 3 of 690 images. My model...
26 July 2021 1,968 2 View
I have 2 different Machine Learning Model one for Face Mask Detection and another one for Person identification . The aim is to integrate both into single prediction algorithm.I am looking for the...
25 July 2021 322 14 View
I've attached a picture with my question. In this picture there are some lines to train the neural network to learn the path of the road. I was wondering is there an specific neural network for...
20 July 2021 923 3 View
Hi everyone, I am working with a high-quality image dataset, pixel size (720*1280). I am trying to train a CNN model for classification using this dataset but the computation takes a long time,...
18 July 2021 2,450 3 View
Two different training methods。 Suppose CNN has 2 convolutional layers. Case 1. CNN training 10 times,epoch=10.Get the accuracy, i.e. Acc_1=90% Case 2. Start training After changing the...
14 July 2021 1,671 3 View
Generally when it comes to assessing the performance of an ANN the most reliable approach is using a test set. However, as you further progress into the future there will be no more test data to...
14 July 2021 5,414 0 View
Can someone help me on how to link an already trained ANN with an optimization algorithm in Python. I am finding a lot of stuff online on training an ANN using optimization algorithm. But I don't...
14 July 2021 7,611 1 View
This question comes from a clinical impression. I wanted to know if any work exists on this topic.
13 July 2021 812 1 View