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Top 9 Julia Python Projects
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DifferentialEquations.jl
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
Another up-and-coming solution is Julia's simulation ecosystem [1]. It is powered by the commercial organization behind the Julia programming language, which has received DARPA funding [2] to build out these tools. This ecosystem unifies researchers in numerical methods [3], scalable compute, and domain experts in modeling engineering systems (electrical, mechanical, etc.) I believe this is where simulation is headed.
[1] https://juliahub.com/products/juliasim
[2] https://news.ycombinator.com/item?id=26425659
[3] https://docs.sciml.ai/DiffEqDocs/stable/
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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SciPyDiffEq.jl
Wrappers for the SciPy differential equation solvers for the SciML Scientific Machine Learning organization
Project mention: SciML: Open-Source Software for Scientific Machine Learning | news.ycombinator.com | 2025-04-20 -
neuralNetworkScratch
Making a neural network from scratch without using ML based libraries in all programming language. Hit the star if you like this repository!
Project mention: My Hacktoberfest 2024 Journey: Learning, Growing, and Giving Back 🎉 | dev.to | 2024-10-30Repository: neuralNetworkScratch on Github
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Julia Python discussion
Julia Python related posts
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SciML: Open-Source Software for Scientific Machine Learning
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Building a compile-time SIMD optimized smoothing filter
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Can't use SymPy and PyCall
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Potential of the Julia programming language for high energy physics computing
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I just started into Julia for ML
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Good linear algebra libraries
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Select Python environment for PyCall
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A note from our sponsor - InfluxDB
www.influxdata.com | 15 May 2025
Index
What are some of the best open-source Python projects in Julia? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | DifferentialEquations.jl | 2,950 |
| 2 | PyCall.jl | 1,481 |
| 3 | pythonidae | 981 |
| 4 | PythonCall.jl | 912 |
| 5 | PyPlot.jl | 488 |
| 6 | Conda.jl | 178 |
| 7 | CondaPkg.jl | 128 |
| 8 | SciPyDiffEq.jl | 22 |
| 9 | neuralNetworkScratch | 4 |
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InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com