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Jaxtyping Alternatives
Similar projects and alternatives to jaxtyping
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Nim
Nim is a statically typed compiled systems programming language. It combines successful concepts from mature languages like Python, Ada and Modula. Its design focuses on efficiency, expressiveness, and elegance (in that order of priority).
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Judoscale
Save 47% on cloud hosting with autoscaling that just works. Judoscale integrates with Django, FastAPI, Celery, and RQ to make autoscaling easy and reliable. Save big, and say goodbye to request timeouts and backed-up task queues.
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sdk
Core functionality needed to create .NET Core projects, that is shared between Visual Studio and CLI (by dotnet)
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jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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MindsDB
AI's query engine - Platform for building AI that can learn and answer questions over large scale federated data.
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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diffrax
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
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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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InfluxDB
InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better jaxtyping alternative or higher similarity.
jaxtyping discussion
jaxtyping reviews and mentions
Posts with mentions or reviews of jaxtyping.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-11-27.
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Python type hints may not be not for me in practice
You want runtime typechecking.
See either beartype [1] or typeguard [2]. And if you're doing any kind of array-based programming (JAX or not), then jaxtyping [3].
[1] https://github.com/beartype/beartype/
[2] https://github.com/agronholm/typeguard
[3] https://github.com/patrick-kidger/jaxtyping
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Writing Python like it's Rust
Try using [jaxtyping](https://github.com/google/jaxtyping).
It also supports numpy/pytorch/etc.
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Writing Python like it’s Rust
Since you mention ML use-cases, you might like jaxtyping.
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Scientific computing in JAX
jaxtyping: rich shape & dtype annotations for arrays and tensors (also supports PyTorch/TensorFlow/NumPy);
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[D] Have their been any attempts to create a programming language specifically for machine learning?
Heads-up that my newer jaxtyping project now exists.
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Returning to snake's nest after a long journey, any major advances in python for science ?
As other folks have commented, type hints are now a big deal. For static typing the best checker is pyright. For runtime checking there is typeguard and beartype. These can be integrated with array libraries through jaxtyping. (Which also works for PyTorch/numpy/etc., despite the name.)
- Type annotations and runtime checking for shape and dtype
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A note from our sponsor - InfluxDB
influxdata.com | 25 Apr 2025
Stats
Basic jaxtyping repo stats
8
1,375
8.6
24 days ago
patrick-kidger/jaxtyping 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 jaxtyping is Python.
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