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About

Anaconda is an AI-native development platform that helps teams move from experimentation to production with trusted open-source packages, governed environments, and production-grade orchestration. The platform provides a secure foundation for Python, data science, machine learning, and AI development across the full model lifecycle. Anaconda Core helps teams manage complex Python dependencies with validated packages, automated security scanning, and intelligent conflict resolution. The Anaconda Platform supports governed AI development so organizations can reduce broken environments, stalled deployments, and unmanaged open-source risk. Its trusted distribution is used by millions of users, developers, contributors, organizations, and Fortune 500 companies. Built for enterprise AI teams, Anaconda helps organizations accelerate open-source AI innovation while maintaining control, security, and governance.

About

Enable observability to detect data and ML issues faster, deliver continuous improvements, and avoid costly incidents. Start with reliable data. Continuously monitor any data-in-motion for data quality issues. Pinpoint data and model drift. Identify training-serving skew and proactively retrain. Detect model accuracy degradation by continuously monitoring key performance metrics. Identify risky behavior in generative AI applications and prevent data leakage. Protect your generative AI applications are safe from malicious actions. Improve AI applications through user feedback, monitoring, and cross-team collaboration. Integrate in minutes with purpose-built agents that analyze raw data without moving or duplicating it, ensuring privacy and security. Onboard the WhyLabs SaaS Platform for any use cases using the proprietary privacy-preserving integration. Security approved for healthcare and banks.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Data science teams, AI engineers, machine learning teams, Python developers, enterprise IT leaders, platform teams, research teams, and organizations that need trusted open-source packages, secure Python environments, dependency management, AI governance, orchestration, and production AI deployment support

Audience

Companies that want to enable observability to detect data and ML issues faster, deliver continuous improvements, and avoid costly incidents

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 4.8 / 5
ease 4.9 / 5
features 4.6 / 5
design 4.6 / 5
support 4.6 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Pros from Real Users

Pros

  • The best thing I like about the software is that it helps to develop the code for software. It provides the environment for python coding and R programming. Also, this tool gives the easy output generating option where you can easily debug the code if there's any error.
  • If you are a Python developer then you would surely came across Anaconda once in your journey. The pros that I find with Anaconda is the tools it provides. Basically it fulfills all your requirements. Also managing and installing packages is also very simple with anaconda. It is best for Data analysts and Data scientists.
  • You can all sort of the DevOps work with ease and in a single place. It is powerful and very easy to use. It gives you generic options.
  • You can do nearly any ML work via anaconda using python. It supports all kinds of algorithms and helps a lot of plugins to make development seamless.
  • You can do any Python development on Anaconda. You can integrate your project written in Python and use ML tools to develop it accordingly. It is compelling and fully feature-packed.
  • This is probably the best Python IDE right now. You can use it for basic python programming, machine learning projects, python notebooks, etc. It is easy to use. Managing packages and libraries with this is very easy and also it is free of cost.
  • Finding and installing python libraries and frameworks is very easy with this software. And the most liked feature of mine is the python notebooks. Comes with different tools for Data science, AI and ML.
  • Anaconda's somehow become an essential part of my repertoire. There's the Jupyter notebook, which I use anytime I wish to examine my data structures and data frames, and manipulate matrixes. There's the conda package manager, which comes in handy when trying to use different cutting edge research github repositories (seriously, some of these use wildly different package versions of OpenCV, Keras, Tensorflow, and whatnot... thank goodness you can just stick it all in a custom conda environment for each project).
  • (+) Integration with most of the python based developer tools. All of those tools can be found within anaconda like Spyder, Jupyter notebooks, and many more. (+) Great UI and UX. The interface is quite good. (+) All of the latest python packages can be found easily. Support to the old and latest version of python.

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Anaconda
Founded: 2012
United States
www.anaconda.com

Company Information

WhyLabs
Founded: 2019
United States
whylabs.ai/

Alternatives

Alternatives

Portkey

Portkey

Portkey.ai

Categories

Agentic AI Supported
AI Development Supported
AI Gateways Supported
AI Governance Supported
AI Guardrails Supported
AI Inference Supported
AI Orchestration Supported
AI Security Supported
AI Workspaces Supported
Data Science Supported
Machine Learning Supported

Categories

AI Development Supported
AI Governance Supported
AI Observability Supported
AI Security Supported
Machine Learning Supported
Observability Supported

Machine Learning Features

Deep Learning Supported
ML Algorithm Library Supported
Model Training Supported
Natural Language Processing (NLP) Supported
Predictive Modeling Supported
Statistical / Mathematical Tools Supported
Templates Supported
Visualization Supported

Integrations

Python Supported
Amazon Web Services (AWS) Supported
Azure Data Science Virtual Machines Supported
Azure Marketplace Supported
Dask Supported
Domino Enterprise AI Platform Supported
Flask Not Supported
IBM watsonx.data Supported
Jovian Supported
Jupyter Notebook Supported
Kilo Code Supported
Kilo Code Reviewer Supported
Kixie PowerCall & SMS Supported
Microsoft Azure Supported
Model Context Protocol (MCP) Supported
NVIDIA RAPIDS Supported
OpenSCAP Supported
UbiOps Not Supported
Visual Studio Code Supported
statsmodels Supported

Integrations

Python Supported
Amazon Web Services (AWS) Not Supported
Azure Data Science Virtual Machines Not Supported
Azure Marketplace Not Supported
Dask Not Supported
Domino Enterprise AI Platform Not Supported
Flask Supported
IBM watsonx.data Not Supported
Jovian Not Supported
Jupyter Notebook Not Supported
Kilo Code Not Supported
Kilo Code Reviewer Not Supported
Kixie PowerCall & SMS Not Supported
Microsoft Azure Not Supported
Model Context Protocol (MCP) Not Supported
NVIDIA RAPIDS Not Supported
OpenSCAP Not Supported
UbiOps Supported
Visual Studio Code Not Supported
statsmodels Not Supported
Claim WhyLabs and update features and information
Claim WhyLabs and update features and information