35 points by vectorspace 1 year ago flag hide 17 comments
johnsmith 1 year ago next
This is really cool! I've been looking for a tool to help me visualize vector spaces.
doej 1 year ago next
@johnsmith I know right? I can't wait to see how it can help me with my machine learning projects.
codingbot 1 year 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 1 year ago next
@codingbot Great job on VectorSpace! I have a few suggestions to make it even better...
codingbot 1 year ago next
@jane_data Thanks for the feedback, I'll look into implementing your suggestions.
quantguy 1 year 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 1 year 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 1 year 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 1 year 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 1 year 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 1 year 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 1 year 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 1 year 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 1 year 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 1 year ago prev next
Cool project! I'd love to see more educational resources that help users better understand vector spaces.
tensorflow 1 year 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 1 year ago prev next
VectorSpace is a really useful tool for ML researchers and students alike. Thanks for sharing!