Ritchie Ng
About: ritchieng.live • Notes: ritchieng.com • Guides: deeplearningwizard.com
Projects
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Released: 11 Feb 2017 - 11,389
deep-learning-wizard
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.
Python - Released: 06 Jul 2018 - 725
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.
Released: 10 Oct 2016 - 235
eigenvectors-from-eigenvalues
PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.
Jupyter Notebook - Released: 15 Nov 2019 - 99
ritchieng.github.io
My personal repository of notes served through Github pages at http://www.ritchieng.com/
HTML - Released: 23 Jun 2016 - 70
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.
Jupyter Notebook - Released: 14 Aug 2019 - 55
wideresnet-tensorlayer
Wide Residual Networks implemented in TensorLayer and TensorFlow.
Python - Released: 29 Oct 2016 - 43
NumNum
Multi-digit prediction from Google Street's images using deep CNN with TensorFlow, OpenCV and Python.
Python - Released: 25 Sep 2016 - 43
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.
JavaScript - Released: 31 May 2016 - 43
resnet-tensorflow
Modular Residual Networks implemented in TensorFlow. Easily change hyperparameters in a few lines.
Python - Released: 15 Dec 2016 - 34
machine-learning-dataschool
Detailed notes and code to learn the basics of machine learning with scikit-learn.
Jupyter Notebook - Released: 17 Jul 2016 - 33
the-incredible-tensorflow
The Incredible TensorFlow 2: a curated list of tutorials, papers, projects, communities and more relating to TensorFlow 2.
Released: 30 Sep 2019 - 29
pandas-guides
Detailed notes and codes on learning pandas quickly for machine learning.
Jupyter Notebook - Released: 26 Jul 2016 - 26
apptainer-recipes
Apptainer (formerly Singularity) Definition and SIF Files for Easy & Replicable HPC Data & AI Workloads
Shell - Released: 28 Jul 2021 - 6