htm.core
RubixML
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htm.core | RubixML | |
---|---|---|
1 | 10 | |
145 | 1,972 | |
2.8% | 0.7% | |
4.4 | 5.5 | |
about 2 months ago | 27 days ago | |
C++ | PHP | |
GNU Affero General Public License v3.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
htm.core
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How Computationally Complex Is a Single Neuron?
OK I am still parsing the pre-print, but their approach seems very interesting. And equally interesting would be to see what happens if you apply HTM [1] to the same inputs model, _e.g._:
> We next applied our paradigm to a morphologically and electrically complex detailed biophysical compartmental model of a 3D reconstructed layer 5 cortical pyramidal cell (L5PC) from rat somatosensory cortex (Fig. 2A). The model is equipped with complex nonlinear membrane properties, a somatic spike generation mechanism and an excitable apical nexus capable of generating calcium spikes
RubixML
- Machine learning and deep learning library for the PHP language
- Any good resources for using ML/AI in PHP?
- Can PHP be used for the same purposes Python is being used for?
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PHP Future
RubixML: PHP machine learning package
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Do you know you could do Machine Learning With PHP?
Some weird but brilliant guy is doing like a port of scikit-learn but in PHP named RubixML, and it worked well!
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I'm Dreaming of a Wild PHP ❄️
One prominent Machine Learning project is RubixML. It's got tools for supervised and unsupervised learning, and it's used in a variety of domains. It's open source and free to use. Some use-cases for RubixML are: Image classification, text sentiment analysis, and image segmentation. If you are planning on doing Google's crash course in Machine Learning, perhaps an Iris Flower Classifier would be a good example to take a look at.
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[OC] Which programming language is required to land a data job at Meta (Facebook)
You know that inline C in PHP is a thing now? Also there is a big big lib for ML stuff https://rubixml.com/
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10+The Best PHP Projects GitHub 2022
Rubix ML
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PHP vs Python EXTREME comparison
The egg headedness and being "hipp" in python shows for example with github stars imho. We do have rubix ml https://github.com/RubixML/ML for php, which is absolutely awesome! But only 1k stars.... and some library for python, that gets you "disappointing results" according to the creator, gets him almost 30k stars. Notice that is half of what laravel has. Something is over hyped in python?
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PHP 8 for AI and ML
PHP 8 is fairly new. In the future it may be used more because of this. Now the only actively maintained project that I know is https://github.com/RubixML/RubixML
What are some alternatives?
chess-deep-rl-cpp - C++ version of my chess-deep-rl project. WIP
Sentiment - An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
cppflow - Run TensorFlow models in C++ without installation and without Bazel
laravel-totem - Manage Your Laravel Schedule From A Web Dashboard
ITK - Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
spreed - 🗨️ Nextcloud Talk – chat, video & audio calls for Nextcloud
AnoGraph - Sketch-Based Anomaly Detection in Streaming Graphs
churn-php - Discover files in need of refactoring.
bergamot-translator - Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.
ml-classify-text-js - Machine learning based text classification in JavaScript using n-grams and cosine similarity
Seayon - Open source Neural Network library in C++
contacts - 📇 Contacts app for Nextcloud