Ray Li's repositories
gitignore
A collection of useful .gitignore templates
amazon-sagemaker-notebook-instance-lifecycle-config-samples
A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations
mammography-workshop
sagemaker mammography tko workshop
labs
This is a collection of tutorials for learning how to use Docker with various tools. Contributions welcome.
sagemaker-object-detection
Object detection project for SageMaker workshop
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
lectures-labs
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay
luigi
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
scikit-learn
scikit-learn: machine learning in Python
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
python-guide
Python best practices guidebook, written for Humans.
CBIR
Content Based Image Retrieval System
2017-slides
Slides and talk assets from PyCon 2017
d3-book
Sample code files to accompany the book “Interactive Data Visualization for the Web”
mlrefined
Python and MATLAB code examples and demos from the textbook "Machine Learning Refined" (Cambridge University Press)
Image-Processing
Course Work for Image Processing
Neural-Network
Class project code for CSC 578
tensorflow
Computation using data flow graphs for scalable machine learning
deeplearning4j
Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind
Bosch-Hackathon
Project Repo for Bosch Hackathon at DePaul University in 2016
Octave-Code
Code for Machine Learning class on Coursera
DMC-Hackathon
Team CPTDS
Medical-Malpractice-Records-Analysis
Course project for Advanced Data Analysis course
Movielens-Recommender
Course project for Programing Machine Learnings Applications class