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Top 14 pybind11 Open-Source Projects
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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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envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
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alpaca
Serialization library written in C++17 - Pack C++ structs into a compact byte-array without any macros or boilerplate code (by p-ranav)
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Fast-Poisson-Image-Editing
A fast poisson image editing implementation that can utilize multi-core CPU or GPU to handle a high-resolution image input.
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psvWave
Forward code for the P-SV wave equation on a staggered grid, with full waveform inversion interfaces. Finite difference approach according to stress-velocity formulation.
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py-build-cmake
Modern, PEP 517 compliant build backend for creating Python packages with extensions built using CMake.
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Tf-Idf_Search
A Search Engine based on the principle of TF-IDF and comparing documents in a vector space using Cosine Similarity
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spotify/pedalboard: audio effects for Python and TensorFlow
Take a look at https://github.com/wjakob/nanobind
> More concretely, benchmarks show up to ~4× faster compile time, ~5× smaller binaries, and ~10× lower runtime overheads compared to pybind11.
Project mention: How do I improve my SB3 PPO on an EnvPool environment | /r/reinforcementlearning | 2023-09-21I am looking to improve the overall performance as well as optimize the wall clock time. I slightly modified the code to develop a SB3 wrapper for envpool from here.
Link to library : https://soblin.github.io/matplotlibcpp17/
pybind11 related posts
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How do I improve my SB3 PPO on an EnvPool environment
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Advanced Python Mastery – A Course by David Beazley
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Swig – Connect C/C++ programs with high-level programming languages
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Anyone used matplotlibcpp17?
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Nanobind: Tiny and efficient C++/Python bindings
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Nanobind – Seamless operability between C++17 and Python
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GitHub - wjakob/nanobind: nanobind — Seamless operability between C++17 and Python
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Index
What are some of the best open-source pybind11 projects? This list will help you:
Project | Stars | |
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1 | pedalboard | 4,880 |
2 | nanobind | 2,071 |
3 | envpool | 1,022 |
4 | alpaca | 423 |
5 | Fast-Poisson-Image-Editing | 227 |
6 | matplotlibcpp17 | 59 |
7 | psvWave | 54 |
8 | PokerPy | 45 |
9 | tolc | 37 |
10 | py-build-cmake | 35 |
11 | oead | 32 |
12 | tolc-demo | 10 |
13 | frontend.py | 2 |
14 | Tf-Idf_Search | 2 |
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