Deep Learning Dynamics Paper List Alternatives

This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.
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Alternatives To zeke-xie/deep-learning-dynamics-paper-list
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
ray-project/ray 29,596 80 363 about 2 years ago 95 December 04, 2023 3,528 apache-2.0 Python
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
kmario23/deep-learning-drizzle 10,767 0 0 over 3 years ago 0 6 HTML
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
pytorch/serve 3,844 0 15 about 2 years ago 22 October 12, 2023 332 apache-2.0 Java
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pytorch/botorch 2,880 0 40 about 2 years ago 42 December 09, 2023 69 mit Jupyter Notebook
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onnx/onnx-tensorrt 2,630 0 0 over 2 years ago 0 155 apache-2.0 C++
ONNX-TensorRT: TensorRT backend for ONNX
HuaizhengZhang/Awesome-System-for-Machine-Learning 2,244 0 0 over 2 years ago 0 12 mit
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
automl/Auto-PyTorch 2,158 0 0 over 2 years ago 5 November 23, 2021 71 apache-2.0 Python
Automatic architecture search and hyperparameter optimization for PyTorch
PennyLaneAI/pennylane 2,022 10 54 about 2 years ago 46 November 08, 2023 263 apache-2.0 Python
PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.
mil-tokyo/webdnn 1,908 8 1 over 3 years ago 11 January 17, 2020 75 other TypeScript
The Fastest DNN Running Framework on Web Browser
autonomio/talos 1,596 0 0 over 2 years ago 0 10 mit Python
Hyperparameter Optimization for TensorFlow, Keras and PyTorch
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