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CudaNeatNetwork

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Neural Network framework made from scratch in CUDA/C++

cuda deep-learning deep-neural-networks evolutionary-algorithms lstm lstm-model lstm-neural-network lstm-neural-networks machine-learning-algorithms machine-learning-library neat neural-network neural-networks parallel-computing supervised-learning supervised-machine-learning unsupervised-learning unsupervised-machine-learning

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Name		Name	Last commit message	Last commit date
.github/workflows		.github/workflows
Connections		Connections
Costs		Costs
Functionality		Functionality
Layers		Layers
Separate_headers		Separate_headers
b		b
socket		socket
socket_client		socket_client
tests		tests
.gitattributes		.gitattributes
.gitignore		.gitignore
CMakeLists.txt		CMakeLists.txt
CMakeSettings.json		CMakeSettings.json
NN.cu		NN.cu
NN.h		NN.h
NN_constructor.cu		NN_constructor.cu
NN_constructor.h		NN_constructor.h
Readme.md		Readme.md
Todo.md		Todo.md
add_client_headers.py		add_client_headers.py

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Overview

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Planned-WIP

Meta-Learning (MAML)
Input / Reward Normalization
C++ Socket bindings (WIP)
PPO On Policy Reinforcement Learning method (Testing)
MinLSTM Simpler versions of LSTM (Planned)
Tensor core connections

Done

About

Neural Network framework made from scratch in CUDA/C++

cuda deep-learning deep-neural-networks evolutionary-algorithms lstm lstm-model lstm-neural-network lstm-neural-networks machine-learning-algorithms machine-learning-library neat neural-network neural-networks parallel-computing supervised-learning supervised-machine-learning unsupervised-learning unsupervised-machine-learning

4 stars

2 watching

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