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accel-brain / accel-brain-code

Star 310

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation net…

reinforcement-learning deep-learning deep-reinforcement-learning q-learning lstm generative-adversarial-network semi-supervised-learning restricted-boltzmann-machine transfer-learning simulated-annealing deep-q-network automatic-summarization combinatorial-optimization quantum-monte-carlo auto-encoder quantum-annealing energy-based-model self-supervised-learning multi-agent-reinforcement-learning
  • Updated Dec 26, 2023
  • Python

dcmocanu / sparse-evolutionary-artificial-neural-networks

Star 242

Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

deep-neural-networks sparsity deep-learning scalability randomization neuroevolution deep-learning-algorithms classification evolutionary-algorithms artificial-neural-networks restricted-boltzmann-machine complex-networks deep-learning-papers multi-layer-perceptron generative-models sparse-neural-networks scalable-deep-learning sparse-training sparse-evolutionary-training adaptive-sparse-connectivity
  • Updated Jul 21, 2021
  • Python

Karan-Malik / RestrictedBoltzmannMachine

Star 3

Python3 implementation of the Unsupervised Deep Learning Algorithm, Restricted Boltzmann Machine.

python deep-neural-networks deep-learning numpy torch python3 pytorch artificial-intelligence deep-learning-algorithms artificial-neural-networks restricted-boltzmann-machine boltzmann-machines unsupervised-learning unsupervised-learning-algorithms unsupervised-machine-learning pytorch-implementation unsupervised-deep-learning numpy-neural-network
  • Updated Jun 1, 2020
  • Python

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