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Model-zoo Alternatives
Similar projects and alternatives to model-zoo based on common topics and language
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better model-zoo alternative or higher similarity.
model-zoo reviews and mentions
Posts with mentions or reviews of model-zoo.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-08-12.
- sci-kit learn best for machine learning with Julia?
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Are there anyway to translate IPA to English? atleast, IPA text to pronounce sound
If your task is limited to isolated words or words that are separated by spaces, you can reverse the [CMU Pronouncing Dictionary](www.speech.cs.cmu.edu/cgi-bin/cmudict). In a programmatic environment with a dictionary/hash map, you will need to have the values be an extensible list of some sort to account for homophones. You could also train an ML model to convert phonemes to graphemes, like reversing this neural network model.
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Project in julia
You can also do some deep learning in Julia if you like. Flux.jl is Julia's deep learning library, and they have a model zoo of easy to follow working examples as a good starting point.
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Simple neural network model in Flux.jl doesn't seem to update the loss function
Secondly, flux.train! computes epochs automatically and is designed to take the entire data set. If you want to use the DataLoader, I think you probably need to write a custom training loop. It's not that complicated thankfully. The model zoo has some nice examples like: https://github.com/FluxML/model-zoo/blob/master/vision/mlp_mnist/mlp_mnist.jl
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Any Machine Learning Projects to Make with Julia
Check out the Flux.jl model zoo: https://github.com/FluxML/model-zoo#examples-listing
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A note from our sponsor - InfluxDB
www.influxdata.com | 1 Jun 2024
Stats
Basic model-zoo repo stats
5
888
4.6
2 months ago
FluxML/model-zoo is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of model-zoo is Julia.
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