muzakthings

6 ms·

1.
Musical mel transform in Torch for Music AI(github.com)
3 points by muzakthings 1y ago|1 comments
2.
by muzakthings 1y ago
A PyTorch-based musical mel-frequency transform for audio processing, optimized for performance and ONNX compatibility. If you've ever wanted audio features that directly represent semitones (or quarter tones!) this is the package for
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by muzakthings 2y ago
very cool. how are you creating the control vectors? curious since the word "cold" can be both a conversational disposition and a temperature (same word)
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by muzakthings 5y ago
Of course not! :) The Ray ecosystem is actually chalk full of integrations, from XGBoost Ray ( https://docs.ray.io/en/master/xgboost-ray.html ), to PyTorch on Ray ( https://docs.ray.io/en/master&
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LightGBM vs. XGBoost: Which distributed version is faster?(anyscale.com)
22 points by muzakthings 5y ago|2 comments
6.
by muzakthings 6y ago
For Python I'd recommend: https://github.com/worldveil/deuces
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by muzakthings 6y ago
I have Comcast. I did it with this guide: https://willdrevo.com/blocking-ads-with-pihole-mac-os-x-ipho...
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by muzakthings 6y ago
I would love to see an ELI5 writeup of this. For instance, I can't quite warp my head around - how are they storing neuron state in the lattice?
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by muzakthings 7y ago
what kind of DSP were you doing? can I come work for you haha
10.
by muzakthings 7y ago
Tile images, set randomness, build videos with tile images, and do face alignment montages with embedding network: https://github.com/worldveil/photomosaic
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by muzakthings 7y ago
yep. https://github.com/worldveil/photomosaic
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by muzakthings 7y ago
this is super cool. do you think the primary demand driver for your sales will be 1) gov't mandates, or 2) cattle farmers wanting to differentiate their meat to eco-conscious customers / retailers? just curious about how you see t
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by muzakthings 8y ago
Right. The opacity setting is superimposed after the tile assignment. Thus you can have both. I’ve found that opacity if 0.7 is often a nice compromise.
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by muzakthings 8y ago
Both! You can experiment with —-best-k and —randomness <1.0 and sort of get things in the middle. Basically what this will do is assign each tile less than 100% of the time randomly and then for each that isn’t, you choose among the top
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by muzakthings 8y ago
Totally. Everything improves with more images since that’s your palette for painting, so to speak. The ones I posted were with less than 100 images so you can definitely do better. L*b was very slow, yes. It’s all done offline but I tend to
16.
by muzakthings 8y ago
Right. See my comment above. As to why it was in the project: If you treat each pixel as an example vector in 3 dimensions and cluster, you get the “dominant” colors for the image. It’s a primitive way to compress images as well. In this ca
17.
by muzakthings 8y ago
It didn’t make a ton of difference empirically when I tried it. But you’re correct, generally that’s the space you want to be in.
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by muzakthings 8y ago
Naw I had used the Kmeans part for extracting dominant colors. I was thinking about using it to generate cards and using the top K colors for the background of the card. As I mentioned above the only ML is the face classifier. There’s a fla
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by muzakthings 8y ago
The face montage building trains a linear classifier on top of the pretrained embedding network - it’s the portion that talks about creating a training folder of your face. But yes the photomosiacs strictly don’t use ML, unless you count th
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Make photomosaics, GIFs, and murals from pictures in Python with ML/OpenCV(github.com)
126 points by muzakthings 8y ago|21 comments
21.
by muzakthings 8y ago
This is super cool! Do you have planned support for consensus-type mutlisig access? (ie: needing M of N approvals to acccess resources)
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by muzakthings 9y ago
This guy needs to take a Stats 101 class. Taking a biased sample of Reddit posts and claiming that it must equate a liquidity crisis at the world's largest crypto exchange? Please. 80% of the problems Coinbase and every other exchange
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by muzakthings 9y ago
If you're using a free service with no ads, then of course they are selling any data you give them access to. This isn't really news.
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by muzakthings 9y ago
1) Does it integrate with my calls from my iOS / emails from gmail? So that I can sort by "least recently connected"? otherwise writing notes each time and looking it up gets tiresome. 2) is there a mobile app? 3) how much w
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by muzakthings 9y ago
Just because you shuffle the examples on a single phone/user doesn't make it stochastic. The entire point of using stochasticity (ie: random shuffling) is to avoid similar and/or a same-ordered run of examples from redirectin
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by muzakthings 9y ago
This is literally non-stochastic gradient descent where the batch update simply comes from a single node and a correlated set of examples. Nothing mind-blowing about it.
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by muzakthings 10y ago
You realize that softmax scores aren't probabilities, right? It's just a relative measure of confidence, scaled such that they all sum to 1.0.
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by muzakthings 10y ago
Is this a library that does entity recognition and matching on individual elements in streams, or are the streams themselves being featurized/matched?
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by muzakthings 10y ago
Does mypy see any performance improvements over vanilla python (because types are static)?
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by muzakthings 10y ago
Exactly. Typically you won't see radio/streaming services messing around with reverb, but certainly different stereo systems have their own EQ (changes phase, amplitude) and often times the format/bitrate (again: phase, ampli

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