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Top 17 Python numba 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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diffeqpy
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
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warp-drive
Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)
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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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simba-ps
Fast deterministic all-Python Lennard-Jones particle simulator that utilizes Numba for GPU-accelerated computation.
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ruck
🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning
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Python-Complementary-Languages
Just a small test to see which language is better for extending python when using lists of lists
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there's a whole ecosystem in Python originally developed for high energy physics data processing: https://github.com/scikit-hep/awkward all because Numpy demands square N-dimensional array
Same technique used everywhere, here's a simple Julia pkg for the same thing: https://github.com/JuliaArrays/ArraysOfArrays.jl/blob/3a6f5b...
But Julia at least has the decency to just support ragged Vector{Vector} out of the box, and it's not that slow
Ranx is a great library for mixing results from different sources.
Project mention: Simba: A Python GPU-accelerated particle simulator | news.ycombinator.com | 2023-07-20
Project mention: Data Parallel Extensions for Python: near-native speed for scientific computing | news.ycombinator.com | 2023-11-24
Project mention: Pydlpack: DLPack data exchange interface in Python | news.ycombinator.com | 2024-01-04
Python numba related posts
- Stumpy: Matrix profile time series analysis
- Data Parallel Extensions for Python: near-native speed for scientific computing
- Time Series Analysis for air pollution data not aligned [R] [P]
- [D] STUMPY v1.11.0 Released for Modern Time Series Analysis
- [D][R] Clustering techniques for time series - MSc thesis
- Looking for a simple Time Series model for predicting stock prices
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A note from our sponsor - SaaSHub
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Index
What are some of the best open-source numba projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | stumpy | 2,984 |
2 | awkward | 792 |
3 | diffeqpy | 494 |
4 | warp-drive | 433 |
5 | ranx | 336 |
6 | CyberRadio | 194 |
7 | numpy-groupies | 191 |
8 | numba-dpex | 68 |
9 | simba-ps | 68 |
10 | ruck | 52 |
11 | Python-Complementary-Languages | 31 |
12 | mapa | 23 |
13 | qnorm | 23 |
14 | dataiter | 23 |
15 | dpbench | 17 |
16 | pydlpack | 4 |
17 | python-performance-playground | 4 |
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