nupic | Numenta Platform for Intelligent Computing | Machine Learning library
kandi X-RAY | nupic Summary
kandi X-RAY | nupic Summary
nupic is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. nupic has no bugs, it has no vulnerabilities, it has build file available, it has a Strong Copyleft License and it has high support. You can install using 'pip install nupic' or download it from GitHub, PyPI.
The Numenta Platform for Intelligent Computing (NuPIC) is a machine intelligence platform that implements the HTM learning algorithms. HTM is a detailed computational theory of the neocortex. At the core of HTM are time-based continuous learning algorithms that store and recall spatial and temporal patterns. NuPIC is suited to a variety of problems, particularly anomaly detection and prediction of streaming data sources. For more information, see numenta.org or the NuPIC Forum. For usage guides, quick starts, and API documentation, see
The Numenta Platform for Intelligent Computing (NuPIC) is a machine intelligence platform that implements the HTM learning algorithms. HTM is a detailed computational theory of the neocortex. At the core of HTM are time-based continuous learning algorithms that store and recall spatial and temporal patterns. NuPIC is suited to a variety of problems, particularly anomaly detection and prediction of streaming data sources. For more information, see numenta.org or the NuPIC Forum. For usage guides, quick starts, and API documentation, see
Support
Quality
Security
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Support
nupic has a highly active ecosystem.
It has 6322 star(s) with 1581 fork(s). There are 626 watchers for this library.
It had no major release in the last 12 months.
There are 453 open issues and 1338 have been closed. On average issues are closed in 267 days. There are 11 open pull requests and 0 closed requests.
It has a neutral sentiment in the developer community.
The latest version of nupic is 1.0.5
Quality
nupic has 0 bugs and 0 code smells.
Security
nupic has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
nupic code analysis shows 0 unresolved vulnerabilities.
There are 0 security hotspots that need review.
License
nupic is licensed under the AGPL-3.0 License. This license is Strong Copyleft.
Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.
Reuse
nupic releases are available to install and integrate.
Deployable package is available in PyPI.
Build file is available. You can build the component from source.
Installation instructions, examples and code snippets are available.
nupic saves you 232201 person hours of effort in developing the same functionality from scratch.
It has 229101 lines of code, 17011 functions and 829 files.
It has high code complexity. Code complexity directly impacts maintainability of the code.
Top functions reviewed by kandi - BETA
kandi has reviewed nupic and discovered the below as its top functions. This is intended to give you an instant insight into nupic implemented functionality, and help decide if they suit your requirements.
- Generate and validate an experiment
- Create a scatter plot with the specified parameters .
- Generate a report file based on the provided options .
- Initializes the tables .
- Returns whether the given sprint is active or not .
- Calculates the backtracking algorithm that should start at the current time .
- Convert a csv file to a record .
- Evaluate sequences
- Handle an SDR classifier multi - step training .
- Read the permutations file .
Get all kandi verified functions for this library.
nupic Key Features
No Key Features are available at this moment for nupic.
nupic Examples and Code Snippets
nupic - tm test
Python
Lines of Code : 1326License : Non-SPDX (GNU Affero General Public License v3.0)
Lines of Code : 1326License : Non-SPDX (GNU Affero General Public License v3.0)
Copy# ----------------------------------------------------------------------
# Numenta Platform for Intelligent Computing (NuPIC)
# Copyright (C) 2013, Numenta, Inc. Unless you have an agreement
# with Numenta, Inc., for a separate license for this soft nupic - tm overlapping sequences
PythonLines of Code : 491License : Non-SPDX (GNU Affero General Public License v3.0)
Lines of Code : 491License : Non-SPDX (GNU Affero General Public License v3.0)Copy# ----------------------------------------------------------------------
# Numenta Platform for Intelligent Computing (NuPIC)
# Copyright (C) 2013, Numenta, Inc. Unless you have an agreement
# with Numenta, Inc., for a separate license for this soft nupic - tm segment learning
PythonLines of Code : 360License : Non-SPDX (GNU Affero General Public License v3.0)
Lines of Code : 360License : Non-SPDX (GNU Affero General Public License v3.0)Copy# ----------------------------------------------------------------------
# Numenta Platform for Intelligent Computing (NuPIC)
# Copyright (C) 2013, Numenta, Inc. Unless you have an agreement
# with Numenta, Inc., for a separate license for this soft Community Discussions
Trending Discussions on nupic
QUESTION
RuntimeError: Matching Python module for ImageSensor not found
Asked 2017-Oct-09 at 08:27
I want to run this test:
https://github.com/numenta/htmresearch/tree/master/projects/image_test
But when I execute python run_mnist_experiment.py,I get an error:
ANSWER
Answered 2017-Oct-09 at 08:27After searching on google and numenta repositories I found that this module can be found in nupic.vision. So you simply need to install that repo. Here is the source I've found on google. Simply use that to solve your problem.
The module itself can be found there: https://github.com/numenta/nupic.vision/blob/master/src/nupic/vision/regions/ImageSensor.py
QUESTION
Numenta - htm.java-examples - Ubuntu - Eclipse - NetworkAPIDemo - NoClassDefFoundError: no/uib/cipr/matrix/sparse/FlexCompRowMatrix
Asked 2017-May-24 at 07:29
I am facing problems, while trying to run the NetworkAPIDemo example with reference to the htm.java-examples If I try to run the code, I get the error:
...ANSWER
Answered 2017-May-24 at 07:29Problem solved!
If anyone encountered the same problem, you should add the library algorithmfoundry-shade-culled-1.3.jar to your project .
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install nupic
Run the following to install NuPIC:.
Support
For any new features, suggestions and bugs create an issue on GitHub.
If you have any questions check and ask questions on community page Stack Overflow .
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