Ritchie Ng
Ritchie Ng
deep-learning-wizard
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.
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.
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
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.
eigenvectors-from-eigenvalues
PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.
machine-learning-dataschool
Detailed notes and code to learn the basics of machine learning with scikit-learn.
machine-learning-nanodegree
Codes, notes and guides on Udacity's machine learning nanodegree.
NumNum
Multi-digit prediction from Google Street's images using deep CNN with TensorFlow, OpenCV and Python.
pandas-guides
Detailed notes and codes on learning pandas quickly for machine learning.
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.