Jay Ma's repositories
cs410_tech_review
final project tech review
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
deep-learning-keras-tensorflow
Introduction to Deep Neural Networks with Keras and Tensorflow
grafana-aws-cloudwatch-dashboards
:cloud: 20+ Grafana dashboards for AWS CloudWatch metrics: EC2, Lambda, S3, ELB, EMR, EBS, SNS, SES, SQS, RDS, EFS, ElastiCache, Billing, API Gateway, VPN, ...
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.
memory-game
Pokemon Themed Memory Game
pysc2-examples
StarCraft II - pysc2 Deep Reinforcement Learning Examples
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
tensorflow
Computation using data flow graphs for scalable machine learning
yelp_viz
Yelp Visualization
YoastSEO.js
Analyze content on a page and give SEO feedback as well as render a snippet preview.