ritchieng/machine-learning-dataschool

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Updated about 8 years ago

ritchieng/machine-learning-dataschool

ritchieng

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

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.

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.

eigenvectors-from-eigenvalues

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

Jupyter Notebook

machine-learning-nanodegree

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

ritchieng.github.io

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

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

wideresnet-tensorlayer

Wide Residual Networks implemented in TensorLayer and TensorFlow.

NumNum

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

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.

resnet-tensorflow

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

the-incredible-tensorflow

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

pandas-guides

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

Jupyter Notebook

apptainer-recipes

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

machine-learning-stanford

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

the-incredible-rapids

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

python-scripts

Useful python scripts you can use in your projects

kinsheep-ionic-application

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

docker-containers