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miniF2F Alternatives
Similar projects and alternatives to miniF2F
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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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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jaxtyping
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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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 miniF2F alternative or higher similarity.
miniF2F reviews and mentions
Posts with mentions or reviews of miniF2F.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-11.
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[D] Have their been any attempts to create a programming language specifically for machine learning?
That said, you *can* write down a desired type and have a system write down a ton of type annotations or generate a bunch of code to prove that the type you wrote down is satisfied by your program. There's been recent work on this in deep learning for theorem proving, such as this work which uses GPT for proving theorems in Lean, a dependently type programming language and theorem prover. A better approach though would be to combine this with an actual tree search algorithm to allow a more structured search over the space of proofs, instead of trying to generate full correct proofs in one shot. Hypertree Proof Search does this, using a variant of AlphaZero to search and fine-tune the neural net. Unfortunately it hasn't been open-sourced though, and it's pretty compute intensive, so we can't use this for actual type inference yet. But yeah there's active interest in doing this kind of thing, both as a proving ground for using RL for reasoning tasks and from mathematicians for theorem-proving.
- [D] First Author Interview: AI & formal math (Formal Mathematics Statement Curriculum Learning)
- [D] OpenAI tackles Math - Formal Mathematics Statement Curriculum Learning (Paper Explained Video)
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A note from our sponsor - WorkOS
workos.com | 25 Apr 2024
Stats
Basic miniF2F repo stats
4
253
0.0
8 months ago
The primary programming language of miniF2F is Objective-C++.
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