ritchieng

Ritchie Ng's repositories

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

deep-learning-wizard

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.

Language:PythonMIT738 20 3

dlami

A Deep Learning Amazon Web Service (AWS) AMI that is open, free and works. Run in less than 5 minutes. TensorFlow, Keras, PyTorch, Theano, MXNet, CNTK, Caffe and all dependencies.

MIT235 18 16

eigenvectors-from-eigenvalues

PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.

Language:Jupyter NotebookMIT97 6 4

machine-learning-nanodegree

Codes, notes and guides on Udacity's machine learning nanodegree.

Language:HTML84 110

ritchieng.github.io

My personal repository of notes served through Github pages at http://www.ritchieng.com/

Language:HTML67 80

fractional_differencing_gpu

Rapid large-scale fractional differencing with NVIDIA RAPIDS and GPU to minimize memory loss while making a time series stationary. 6x-400x speed up over CPU implementation.

Language:Jupyter NotebookMIT55 8 1

wideresnet-tensorlayer

Wide Residual Networks implemented in TensorLayer and TensorFlow.

Language:PythonMIT43 5 3

NumNum

Multi-digit prediction from Google Street's images using deep CNN with TensorFlow, OpenCV and Python.

Language:PythonMIT42 6 2

python-for-everybody

This contains all the practices for the lectures, custom answers to the assignments and additional inline notes for "Python for Everybody Specialization" on Coursera by the University of Michigan.

Language:JavaScript41 70