Development
AskNot sure where to put this… I am trying to create a convolutional architecture for a DQN in keras, and I want to know why my param count is so high for my last layer compared to the rest of the network. I’ve tried freezing the layer, and slowly decreasing the dimensions of the layers…
I switched computers a few months ago, installed AMP server using same configurations I had. Now I cannot access CP on my Craft 3 projects locally. Front-ends load fine though. Every time I click login it doesn’t do anything. I get this error in the js console VM278:1 POST http://<hostname>/index.php?p=admin/actions/users/login net::ERR_EMPTY_RESPONSE If I go to…
I have a neural network model defined as below. How many layers exist there? Not sure which ones to count when we are asked about the number. def create_model(): channels = 1 if colored: channels = 3 model = Sequential() #change first one to 64 model.add(Conv2D(32, kernel_size = (5, 5), activation=’relu’, input_shape=(IMAGE_SIZE, IMAGE_SIZE, channels))) model.add(MaxPooling2D(pool_size=(2,2)))…
I am building a 2d top-down space game, which involves several objects, such as asteroids, drones, spaceships, space litter and power-ups. It follows the rules of space gravity, with speed and acceleration. The idea is that a player controls his own spaceship, can fire bullets, and is allowed to spawn 3 support drones that will…
Consider the function $f(x)=\tan(2.x)$ Determine a fuzzy system that approximates $f(x)$. How to choose membership functions and how to determine fuzzy rules? Any help would be appreciated.
I work with Craft 3. I have an Entries field in a global set, I am able to get the global set, and then “read” this field programmatically (in a plugin) to fetch the entries that where added to it by looping on the EntryQuery data. I want to be able to add another entry…
I am applying for a grant, and one of the tasks we are seeking funding for is to make a large image database publicly available for users to train artificial intelligence (convolutional neural network) algorithms. We want a database where users can access and download the photos. After the photos have been augmented, we could…
On my client side, I have an array of entry IDs that match with entries in Craft const myIds = [‘230’, ‘249’, ‘256’] I am trying to send that array over to an Element API endpoint and use it in the id criteria to only grab entries with the specified IDs. I am constructing my…
I’ve got a few thousands of sequences like 1.23, 2.15. 3.19, 4.30, 5.24, 6.22 where the numbers denote times on which an event happened (there’s just a single kind of events). The events are sort of periodical and the period is known to be exactly one, however, the exact times varies. Sometimes, events are missing…
What are the advantages and disadvantages of using meta-heuristic algorithms on optimization problems? Simply, why do we use meta-heuristic algorithms, like PSO, over traditional mathematical techniques, such as linear, non-linear and dynamic programming? I actually have a good understanding of Meta-huristic algorithms and I know how they work. For example one advantage of these kind…
