Project Summary
Distributed machine learning platform.
Distributed platform for rapid Deep learning application development
Consists of:
Platform - https://github.com/Samsung/veles
Znicz Plugin - Neural Network engine
Mastodon - Veles Java bridge for Hadoop etc.
SoundFeatureExtraction - audio feature extraction library
Written on Python, uses OpenCL or CUDA, employs Flow-Based Programming, under Apache 2.0.
1 Deploy VELES on Notebook or Cluster with a single command
2 Create the model from >250 optimized units
3 Analyze and serve the dataset on the go using Loaders
4 Train it on PC or High Performance Cluster
Interactively monitor the training process 5 Publish the results 6 Automatically extract the trained model as an application 7 Run it in the cloud
In a Nutshell, veles...
- ...
- ...
- ...
-
...
took an estimated 17 years of effort (COCOMO model)
starting with its first commit in April, 2013
ending with its most recent commit almost 3 years ago
Quick Reference
Apache License 2.0
Permitted
Commercial Use
Modify
Distribute
Place Warranty
Sub-License
Private Use
Use Patent Claims
Forbidden
Hold Liable
Use Trademarks
Required
Include Copyright
State Changes
Include License
Include Notice
These details are provided for information only. No information here is legal advice and should not be used as such.
Project Security
Vulnerabilities per Version ( last 10 releases )
There are no reported vulnerabilities
Project Vulnerability Report
Security Confidence Index
Vulnerability Exposure Index
Did You Know...
-
...
there are over 3,000 projects on the Open Hub with security vulnerabilities reported against them
-
...
anyone with an Open Hub account can update a project's tags
-
...
nearly 1 in 3 companies have no process for identifying, tracking, or remediating known open source vulnerabilities
-
...
by exploring contributors within projects, you can view details on every commit they have made to that project
30 Day SummarySep 5 2026 — Oct 5 2026
|
12 Month SummaryOct 5 2025 — Oct 5 2026
|
