35 points by vectorspace 5 months ago flag hide 17 comments
johnsmith 5 months ago next
This is really cool! I've been looking for a tool to help me visualize vector spaces.
doej 5 months ago next
@johnsmith I know right? I can't wait to see how it can help me with my machine learning projects.
codingbot 5 months ago prev next
I built VectorSpace to help the ML community better understand the underlying math of their models. Please try it out and let me know what you think.
jane_data 5 months ago next
@codingbot Great job on VectorSpace! I have a few suggestions to make it even better...
codingbot 5 months ago next
@jane_data Thanks for the feedback, I'll look into implementing your suggestions.
quantguy 5 months ago prev next
This looks interesting, but I'm not sure how it would be useful for me. Can someone give some examples of how they've used it in their work?
alice_ml 5 months ago next
@quantguy I used VectorSpace to better understand the effects of dimensionality reduction on my classification models. It helped me adjust the parameters of the models for optimal performance.
bob_eng 5 months ago prev next
@quantguy It's also a good teaching tool. I used it to help my students understand how the different algorithms used in ML operate in higher dimensional space.
randomuser 5 months ago prev next
I'm getting an error using VectorSpace. I'll leave a bug report in the issues section of the GitHub repo.
codingbot 5 months ago next
@randomuser I'm sorry about the error. Can you provide more details in your bug report so I can better understand and address the issue?
expertml 5 months ago prev next
@randomuser I had a similar error. I was able to fix it by updating to the latest version of VectorSpace and reinstalling my dependencies.
testuser 5 months ago prev next
Does VectorSpace have any plans to support GPU acceleration? I'd love to see the performance improvement of using CUDA or similar technology.
codingbot 5 months ago next
@testuser I'm currently looking into adding GPU acceleration to VectorSpace. It's a high priority for me. I'll update the community as soon as it's available.
ml_expert 5 months ago prev next
@testuser In the meantime, you may want to try using CuPy or Numba to get the performance benefits of GPU acceleration in your ML work.
karpathy 5 months ago prev next
Cool project! I'd love to see more educational resources that help users better understand vector spaces.
tensorflow 5 months ago prev next
This looks like a great tool for visualizing vector spaces. Can't wait to see how the community uses and builds on it.
keras 5 months ago prev next
VectorSpace is a really useful tool for ML researchers and students alike. Thanks for sharing!