Ritchie Ng

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

A curated, organized collection of links to PyTorch tutorials, research papers, libraries, and communities covering dozens of machine learning topics from deep learning basics to production tools.

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

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.

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

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

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

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.

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.

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

Wide Residual Networks implemented in TensorLayer and TensorFlow.

Detailed notes and code to learn the basics of machine learning with scikit-learn.

Modular Residual Networks implemented in TensorFlow. Easily change hyperparameters in a few lines.

The Incredible TensorFlow 2: a curated list of tutorials, papers, projects, communities and more relating to TensorFlow 2.

Detailed notes and codes on learning pandas quickly for machine learning.

The Incredible AI Agents: a curated list of resources on building, evaluating, deploying, monitoring AI Agents

Notes and Octave/Matlab code for introductory Machine Learning theory.

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

Apptainer (formerly Singularity) Definition and SIF Files for Easy & Replicable HPC Data & AI Workloads

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scikit-learn: machine learning in Python

A numeric optimization package for Torch.

Useful python scripts you can use in your projects

A curated list of awesome Databricks resources, including tutorials, notebooks, libraries, and tools.

Front-end code for Kinsheep's iOS and Android applications using Ionic, AngularJS, HTML5 and CSS.

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Archived Website of Hessian Matrix

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A Material Design theme for MkDocs

Back-end source for Kinsheep's mobile applications' front-end powered by Ionic, AngularJS, HTML5 and CSS

Kinsheep's website using Express.js, Node.js, HTML5 and CSS