envd VS Conda

Compare envd VS Conda and see what are their differences

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envd

Machine learning development environment for data science and AI/ML engineering teams.

Conda

Binary package manager with support for environments.

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What is envd?

envd (ɪnˈvdɪ) is a command-line tool that helps you create the container-based development environment for AI/ML.

Development environments are full of python and system dependencies, CUDA, BASH scripts, Dockerfiles, SSH configurations, Kubernetes YAMLs, and many other clunky things that are always breaking. envd is to solve the problem:

Declare the list of dependencies (CUDA, python packages, your favorite IDE, and so on) in build.envd
Simply run envd up.
Develop in the isolated environment.

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envd

Website: envd.tensorchord.ai
$ Details: free
Platforms: Mac OSX Linux Windows Kubernetes
Release Date: 2022 June
Categories: #Developer Tools #IDE #Mlops #Data Science And Machine Learning #AI

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Conda

Website: docs.conda.io
$ Details: -
Platforms: -
Release Date: -
Categories: #Package Manager #Front End Package Manager #Developer Tools #Windows Tools

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envd videos

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ENVD Summer Webinar Series | Welcome to the Design Buff Family

Conda videos

No Conda videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to envd and Conda)

envd

Conda

Developer Tools

13 13%

Developer Tools

87% 87

Front End Package Manager

6 6%

Front End Package Manager

94% 94

Package Manager

7 7%

Package Manager

93% 93

Data Science And Machine Learning

100 100%

Data Science And Machine Learning

0% 0

User comments

Share your experience with using envd and Conda. For example, how are they different and which one is better?

Social recommendations and mentions

Based on our record, Conda seems to be more popular. It has been mentiond 29 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

envd mentions (0)

We have not tracked any mentions of envd yet. Tracking of envd recommendations started around Nov 2022.

Conda mentions (29)

Introducing Flama for Robust Machine Learning APIs
When dealing with software development, reproducibility is key. This is why we encourage you to use Python virtual environments to set up an isolated environment for your project. Virtual environments allow the isolation of dependencies, which plays a crucial role to avoid breaking compatibility between different projects. We cannot cover all the details about virtual environments in this post, but we encourage... - Source: dev.to / 5 months ago
Ask HN: Package management for multiple modules in C++, Python, Java project?
Conda https://docs.conda.io/en/latest/ ?? I'm not sure, but I used it to download some Python packages. It's an alternative to pip, but I'm not sure about the details. - Source: Hacker News / 5 months ago
How To Manage Environment For Data Science Project Using Conda
Conda is an open-source package management and environment management system that can be used to create different isolated development environments. Conda can be used in place of pipenv to create a virtual environment. - Source: dev.to / 10 months ago
Full system upgrade just killed all my python virtualenvs
Congrats you discovered why Poetry and Conda projects exist! Source: 12 months ago
I need help downloading Python 3.7 on my Steam Deck any help is appreciated!
Miniconda runs exclusively in userspace and requires no escalated privileges. Source: about 1 year ago