mldevworld

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9 repositories

deep-reinforcement-learning-algorithms
Public
A collection of deep reinforcement learning algorithm implementations, including DQN, A3C, PPO, and more, for research and experimentation on classic control tasks.
Python
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MIT License
•0•0•0•0•Updated Nov 25, 2024Nov 25, 2024
the-era-of-foundation-models
Public
Comprehensive course covering modern AI foundation models, including architectures, training techniques, and applications.
ai deep-learning transformers neural-networks foundation-models
MIT License
•0•0•0•0•Updated Jul 27, 2024Jul 27, 2024
essential-tricks-in-deeplearning
Public
The repository is a concise guide to essential tricks for optimizing model performance in numerous ways.
machine-learning deep-learning optimization pytorch neural-networks
Jupyter Notebook
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Apache License 2.0
•0•1•8•0•Updated Apr 1, 2024Apr 1, 2024
pytorch-fundamentals
Public
Learn PyTorch basics: tensors, autograd, neural networks, and more with practical examples and tutorials. Beginner-friendly.
tutorial deep-learning neural-network pytorch fundamentals
Jupyter Notebook
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Apache License 2.0
•0•0•0•0•Updated Mar 25, 2024Mar 25, 2024
sonic-superresolution
Public
Enhance the clarity and fidelity of audio signals with advanced superresolution techniques. Elevate sound quality and detail for a richer listening experience.
Apache License 2.0
•0•0•0•0•Updated Mar 20, 2024Mar 20, 2024
sonic-source-seperate
Public
This repository focuses on algorithms, models, and techniques for isolating and extracting individual sources from mixed audio signals using advanced machine learning methods.
machine-learning deep-learning pytorch code-examples audio-processing source-separation
Apache License 2.0
•0•0•0•0•Updated Mar 10, 2024Mar 10, 2024
sonic-synth
Public
This repository is a comprehensive guide and toolkit for music generation, featuring diverse algorithms, deep learning models, and creative techniques to inspire and assist in the composition of unique musical pieces.
machine-learning pytorch code-examples music-generation audio-processing generative-modeling audio-generation
Apache License 2.0
•0•1•0•0•Updated Mar 10, 2024Mar 10, 2024
pytorch-intermediate-examples
Public
Examples showcasing practical deep learning with PyTorch.
Apache License 2.0
•0•0•0•0•Updated Mar 6, 2024Mar 6, 2024
llm-examples
Public
Hub for powerful, pre-trained language models—fine-tune for diverse NLP tasks, generating human-like text across applications.
Apache License 2.0
•0•0•0•0•Updated Mar 5, 2024Mar 5, 2024