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Top 23 Conda Open-Source Projects
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conda
A system-level, binary package and environment manager running on all major operating systems and platforms.
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pinocchio
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
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SaaSHub
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crocoddyl
Crocoddyl is an optimal control library for robot control under contact sequence. Its solver is based on various efficient Differential Dynamic Programming (DDP)-like algorithms
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sarek
Analysis pipeline to detect germline or somatic variants (pre-processing, variant calling and annotation) from WGS / targeted sequencing
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agkozak-zsh-prompt
A fast, asynchronous Zsh prompt with color ASCII indicators of Git, exit, SSH, virtual environment, and vi mode status. Framework-agnostic and customizable.
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django-mfa2
A Django app that handles MFA, it supports TOTP, U2F, FIDO2 U2F (Webauthn), Email Token and Trusted Devices
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lightning-hydra-template
Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard. (by lkhphuc)
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awesome-os-setup
Windows & Linux automated scripts & docs to improve your UX & productivity (including WSL2, conda, GPU drivers & development tools)
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Project mention: Minimal implementation of Mamba, the new LLM architecture, in 1 file of PyTorch | news.ycombinator.com | 2023-12-20>"everyone" seems to know Mamba. I never heard of Mamba
Only the "everybody who knows what mamba is" are the ones upvoting and commenting. Think of all the people who ignore it. For me, Mamba is the faster version of Conda [1], and that's why I clicked on the article.
https://github.com/mamba-org/mamba
Python's venv module is officially recommended for creating virtual environments since Python 3.5 comes packaged with your Python installation. While there still are additional older tools available, such as conda and virtualenv, if you are new to virtual environments, it is best to use venv now.
re: C/C++ development: anybody using conda/pixi for dependency management? Here's an example of compiling a C++ SDL program using pixi and the SDL dependency from conda-forge [1].
Seems viable as a replacement for things like vckpg [2] which only builds from source.
I'm still researching this but it seems like rattler [3] is the tool to use to build/publish packages. The supported repos are: prefix.dev's own hosting, anaconda.org, artifactory or a self-hosted server.
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1: https://github.com/prefix-dev/pixi/blob/main/examples/cpp-sd...
2: https://github.com/microsoft/vcpkg
3: https://prefix-dev.github.io/rattler-build/latest/authentica...
Project mention: Azure has broken bioconda CI for 10 days running | news.ycombinator.com | 2024-05-20
Project mention: Good examples of C++ source code for math oriented software development? | /r/cpp_questions | 2023-06-17
If you use conda there are extensions that can help with this by automatically registering any available conda environments that include ipykernel in your Jupyter Lab environment.
nb_conda_kernels is pretty reliable but not actively maintained. Gator from the mamba folks is new and still a bit rough around the edges but looks like it will be pretty slick eventually.
https://github.com/Anaconda-Platform/nb_conda_kernels
https://github.com/mamba-org/gator
Project mention: Rip – Rust crate to resolve and install Python packages | news.ycombinator.com | 2023-10-19
Project mention: UniDep: Unified Conda and Pip dependency management via pyproject.toml | news.ycombinator.com | 2023-12-29
Lol, bro, use https://github.com/conda/conda-libmamba-solver
The Julia session need to be restarted. More information is available at https://github.com/JuliaPy/Conda.jl.
Project mention: A guide for WSL/Windows 11 users including the installation of WSL2, Conda, Cuda & more) | /r/LocalLLaMA | 2023-06-15Link to the repo
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).
Conda related posts
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Azure has broken bioconda CI for 10 days running
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How to Create Virtual Environments in Python
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UniDep: Unified Conda and Pip dependency management via pyproject.toml
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Can't use SymPy and PyCall
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Rip – Rust crate to resolve and install Python packages
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Why does creating my conda environment use so much memory?
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Does anyone know a great guide/documentation explaining how to implement Percolator?
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A note from our sponsor - InfluxDB
www.influxdata.com | 22 May 2024
Index
What are some of the best open-source Conda projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | mamba | 6,343 |
| 2 | conda | 6,133 |
| 3 | nbdev | 4,760 |
| 4 | pixi | 1,998 |
| 5 | bioconda-recipes | 1,565 |
| 6 | pinocchio | 1,542 |
| 7 | best-of-python-dev | 926 |
| 8 | crocoddyl | 713 |
| 9 | conda-lock | 445 |
| 10 | sarek | 340 |
| 11 | agkozak-zsh-prompt | 270 |
| 12 | gator | 256 |
| 13 | boa | 250 |
| 14 | micromamba-docker | 248 |
| 15 | django-mfa2 | 234 |
| 16 | rattler | 218 |
| 17 | unidep | 210 |
| 18 | conda-libmamba-solver | 179 |
| 19 | Conda.jl | 172 |
| 20 | lightning-hydra-template | 150 |
| 21 | conda-tree | 150 |
| 22 | CondaPkg.jl | 111 |
| 23 | awesome-os-setup | 117 |
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