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Yinghao's Projects

awesome-automl-papers icon awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

crow icon crow

Crow is very fast and easy to use C++ micro web framework (inspired by Python Flask)

darknet icon darknet

Windows and Linux version of Darknet Yolo v4 (v3/v2) Neural Networks for object detection (Tensor Cores are used)

facets icon facets

Visualizations for machine learning datasets

flasky icon flasky

Companion code to my O'Reilly book "Flask Web Development", second edition.

gpytorch icon gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

interpret icon interpret

Fit interpretable models. Explain blackbox machine learning.

izomorf icon izomorf

Backtrack algorithm for graph isomorphism

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

kaggle-101 icon kaggle-101

include my python solutions to the "101 beginning problem set" on kaggle.

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1000+页)和视频链接

machine_learning_refined icon machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

mpitutorial icon mpitutorial

MPI programming lessons in C and executable code examples

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