htm.core
chess-deep-rl-cpp
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htm.core | chess-deep-rl-cpp | |
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1 | 1 | |
144 | 1 | |
2.1% | - | |
4.4 | 0.0 | |
2 months ago | about 1 year ago | |
C++ | C++ | |
GNU Affero General Public License v3.0 | - |
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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
[1] https://github.com/htm-community/htm.core
chess-deep-rl-cpp
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C++ Show and Tell - August 2022
In january, I created a deep reinforcement learning chess engine in Python (based on AlphaZero) for my Bachelor's thesis. I realized Python was too slow for something like this, so I decided to rewrite it entirely in C++ in my free time: https://github.com/zjeffer/chess-deep-rl-cpp.
What are some alternatives?
cppflow - Run TensorFlow models in C++ without installation and without Bazel
nap - NAP Framework source code
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.
Winter - UCI Chess Engine
AnoGraph - Sketch-Based Anomaly Detection in Streaming Graphs
Reduct Storage - A time series database for storing and managing large amounts of blob data [Moved to: https://github.com/reductstore/reductstore]
bergamot-translator - Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.
OpenNetBattle - An open source card-based battle engine written in modern C++
Seayon - Open source Neural Network library in C++
coros - TCP server using C++ 20 Coroutines
MStream - Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.
ReactivePlusPlus - Implementation of async observable/observer (Reactive Programming) in C++ with care about performance and templates in mind in ReactiveX approach