Skip to content
Some of the general purpose AI progams are added here ... with no backward dependency . GPU utilized
Branch: master
Clone or download
AloyASen Licesing upgrade
-- adding project to github co-commute spaces
Latest commit 1eefe35 Apr 12, 2019
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
src/AI
test
LICENSE.txt Licesing upgrade Apr 12, 2019
README.md Licesing upgrade Apr 12, 2019

README.md

Artificial intelligence Core Compute systems

My C++ deep learning framework (with GPU support) & other machine learning algorithms implementations

DeepLearning Operations

  1. Convolution
  2. Dropout
  3. Softmax
  4. Recurrent
  5. Linear
  6. Sigmoid, Tanh, Relu, Selu activations
  7. Layer normalization
  8. Addition
  9. Concatenation
  10. Maxpooling
  11. Averagepooling
  12. ResidualBlock
  13. Autoencoder
  14. L1 e L2 regularizations
  15. Gradient clipping

Neural network optimizers

  1. Stochastic gradient descent with minibatch and momentum
  2. Direct Feedback Alignment

Deep Reinforcement Learning agents

  1. Deep Qlearning Agents

Deep Reinforcement Learning environments

  1. Kbandits
  2. TicTacToe

Optimization algorithms

  1. Genetic algorithms (with multicore features for high performance)
  2. Particle Swarm Optimization

Other machine learning algorithms

  1. linear regression
  2. logistic regression
  3. genetic programming

Data Mining

  1. K-means clustering

Visualization

  1. Bitmap class for loading, saving and processing multiple image formats
  2. Visualizaiton namespace for fast data visualization

License

The MIT License (MIT)

Copyright (c) 2015 Radii Corporation

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

You can’t perform that action at this time.