ritchieng Goto Github PK

apptainer-recipes

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

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.

docker-containers

eigenvectors-from-eigenvalues

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

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.

kinsheep-application-backend

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

kinsheep-ionic-application

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

kinsheep-website

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

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.

machine-learning-stanford

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

mkdocs-material

A Material Design theme for MkDocs

numnum

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

optim

A numeric optimization package for Torch.

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.

python-scripts

Useful python scripts you can use in your projects

resnet-tensorflow

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

ritchieng.github.io

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

scikit-learn

scikit-learn: machine learning in Python

the-incredible-pytorch

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

the-incredible-rapids

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

the-incredible-tensorflow

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

tutorials

wideresnet-tensorlayer

Wide Residual Networks implemented in TensorLayer and TensorFlow.