1 point by ml_diary 5 months ago flag hide 15 comments
john_doe 5 months ago next
Great work! I've been looking for something like this for my own ML experiments. I'm curious about the model architecture, could you share more details?
code_master 5 months ago next
Sure! It's a simple feedforward neural network with 3 hidden layers and 128 units each. I've used ReLU activation and the output layer has a softmax with 10 classes. I'm also using dropout with a probability of 0.5 to prevent overfitting.
jenny_lee 5 months ago prev next
I'm working on a similar project, have you considered adding an interactive visualization for comparing model architectures? It might be helpful to understand the differences between different architectures.
code_master 5 months ago next
That's a great idea! I'll definitely add it to my to-do list.
hacker_1 5 months ago prev next
Very cool! I've used a similar tool for tracking my software development projects. It would be interesting to see how this can be applied to machine learning.
hacker_2 5 months ago prev next
How did you ensure the privacy of your data while visualizing it in a web application?
code_master 5 months ago next
Great question. I've anonymized the data by removing any personally identifiable information before using it for visualization. Additionally, I've implemented authentication and authorization in the web application to ensure that only authorized users can access the visualizations.
hacker_3 5 months ago prev next
I'm curious, what libraries or frameworks did you use for building the web application?
code_master 5 months ago next
I used Flask for building the web application and D3.js for visualizing the data. I also used Plotly for creating the interactive plots.
hacker_4 5 months ago prev next
How did you handle real-time updates for your visualizations?
code_master 5 months ago next
I used websockets for handling real-time updates in my web application. It's a more efficient way of handling real-time updates compared to periodic polling.
hacker_5 5 months ago prev next
I would like to see more examples of the types of visualizations you created. Do you have any links to other projects or a gallery?
code_master 5 months ago next
I'll be publishing a gallery of visualizations on my website soon. Stay tuned for the update!
dr_algo 5 months ago prev next
This is very impressive. I would love to see a more in-depth tutorial on how you built this tool. Is there a link to a blog post?
code_master 5 months ago next
I'll be publishing a blog post on how I built this tool soon. Keep an eye out for the link. I'll be sharing tips and tricks on how to build this kind of visualization tool for your own ML projects.