🐻 Polars

DataFrame Processing, Rust Performance, Arrow Backend, Lazy Evaluation

Modern DataFrames in Python: A Hands-On Tutorial with Polars and DuckDB
towardsdatascience.com·1d
🏗data engineering
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Fast and Specialized Rust CSV Readers Using SIMD Instructions
github.com·2d·
Discuss: Hacker News
📋CSV Processing
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Rust Smart Pointers: Safe Memory Management Without Garbage Collection
dev.to·18h·
Discuss: DEV
🛡️Memory Safety
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Results are not (just) for error reporting
lgatlin.dev·4d·
Discuss: r/programming, r/rust
🦀Rust Scientific
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Discovering physical laws with parallel symbolic enumeration
nature.com·1d
🔢NumPy
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Indefiniteness makes lattice reduction easier
arxiv.org·2d
📊Columnar Engines
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Oblique Strategies: Prompts for Programmers
kevinlawler.com·6d·
Discuss: Lobsters
🔄Concurrency
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Project goals update — October 2025
blog.rust-lang.org·4d
🦀Rust Scientific
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Apache Iceberg vs. Databricks – benchmarked
olake.io·4d·
Discuss: Hacker News
🏗data engineering
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Introducing F# 10
devblogs.microsoft.com·5d·
Discuss: Lobsters, Hacker News
🔧Functional Programming
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Probabilistic Graph Neural Inference for coastal climate resilience planning with ethical auditability baked in
dev.to·1d·
Discuss: DEV
🔢NumPy
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Show HN: Fluxion – Rust async stream composition supporting error propagation
github.com·4d·
Discuss: Hacker News
🔄Concurrency
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Finding duplicated code with tools from your CS course
purplesyringa.moe·6d·
Discuss: Hacker News, r/programming
🔧Functional Programming
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Pre-PEP: Rust for CPython
discuss.python.org·5d·
Discuss: Lobsters, Hacker News, r/programming, r/rust
🦀Rust Scientific
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ALEX:A Light Editing-knowledge Extractor
arxiv.org·4d
⚡DataFusion
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From Raw to Refined: Data Pipeline Architecture at Scale
medium.com·11h·
Discuss: DEV
🏗data engineering
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How to Benchmark Python Code?
codspeed.mintlify.dev·5d·
Discuss: Hacker News
⏱️benchmarking
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What Now? Handling Errors in Large Systems
brooker.co.za·3d·
Discuss: Hacker News
🦀Rust Scientific
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Comparing OpenBLAS and Accelerate on Apple Silicon for BLAS Routines
dev.to·4d·
Discuss: DEV
📊Columnar Engines
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Neo and NBitcoin blockchain projects vs. static analyzer. Who wins?
pvs-studio.com·4d·
Discuss: r/programming
✅Data Validation
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