Top 8 Julia Python Projects

DifferentialEquations.jl

6 2,754 7.3 Julia

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.
PyCall.jl

28 1,438 6.1 Julia

Package to call Python functions from the Julia language

Project mention: I just started into Julia for ML | /r/Julia | 2023-06-06

For point 3 you can use https://github.com/cjdoris/PythonCall.jl or https://github.com/JuliaPy/PyCall.jl (and their respective Python sister packages).

InfluxDB

www.influxdata.com sponsored

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.
pythonidae

1 935 0.0 Julia

Curated decibans of scientific programming resources in Python.
PythonCall.jl

3 668 8.8 Julia

Python and Julia in harmony.

Project mention: I just started into Julia for ML | /r/Julia | 2023-06-06

For point 3 you can use https://github.com/cjdoris/PythonCall.jl or https://github.com/JuliaPy/PyCall.jl (and their respective Python sister packages).

PyPlot.jl

4 463 3.5 Julia

Plotting for Julia based on matplotlib.pyplot

Project mention: Plotting package that can plot data as an image | /r/Julia | 2023-05-11

Conda.jl

3 171 5.1 Julia

Conda managing Julia binary dependencies

Project mention: Can't use SymPy and PyCall | /r/Julia | 2023-12-06

The Julia session need to be restarted. More information is available at https://github.com/JuliaPy/Conda.jl.

CondaPkg.jl

1 111 6.6 Julia

Add Conda dependencies to your Julia project

Project mention: Julia 1.9 Highlights | news.ycombinator.com | 2023-05-10

You can use CondaPkg.jl (https://github.com/cjdoris/CondaPkg.jl) to setup Python dependencies with version control. I haven't played with it too much but it seemed to work out for what I tried.

WorkOS

workos.com sponsored

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.
SciPyDiffEq.jl

4 21 4.7 Julia

Wrappers for the SciPy differential equation solvers for the SciML Scientific Machine Learning organization

Project mention: SciPy: Interested in adopting PRIMA, but little appetite for more Fortran code | news.ycombinator.com | 2023-05-18

Interesting response. I develop the Julia SciML organization https://sciml.ai/ and we'd be more than happy to work with you to get wrappers for PRIMA into Optimization.jl's general interface (https://docs.sciml.ai/Optimization/stable/). Please get in touch and we can figure out how to set this all up. I personally would be curious to try this out and do some benchmarks against nlopt methods.

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).