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TensorOperations.jl Alternatives
Similar projects and alternatives to TensorOperations.jl
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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einops
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
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TensorFlock
A small functional tensor language with Einstein summation notation convention and shape-checking at compile-time.
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SaaSHub
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TensorOperations.jl discussion
TensorOperations.jl reviews and mentions
- Einsum in 40 Lines of Python
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Absolutely suck at tech stuff,but Julia makes me want to learn coding. Wish me luck.
Sometimes broadcasting feels like magic to me. It just works more often than not even when I am confused with the dimensions. If you do a lot of Tensor stuff it's also worth checking out Einstein notation (https://github.com/Jutho/TensorOperations.jl)
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Programming Languages where element-wise matrix notation is possible
There are some libraries and macros for Einstein notation and related ideas, like TensorOperations.jl in Julia, einsum in numpy which someone already mentioned, and some small-scale/research languages like Diderot and Egison. In the mainstream, I guess languages generally use for loops or list comprehensions and try to recover vectorisation from that after the fact, but don’t guarantee it. Those that do make guarantees tend to use combinators that are matrixwise/function-level. I admit I pretty much categorically prefer the latter so I’m not as aware of the state of this as I’d like to be able to help.
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A note from our sponsor - InfluxDB
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Stats
Jutho/TensorOperations.jl 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 TensorOperations.jl is Julia.
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