David Gao's repositories
pyspark-conda-k8s
A running example of how to run a pyspark application on k8s with a conda environment
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Learn-Quantum-Computing-with-Python-and-IBM-Quantum-Experience
Learn Quantum Computing with Python and IBM Quantum Experience, published by Packt
hyde-cnn
Hybridization Detection with Convolutional Neural Networks
jupyter_nbextensions_configurator
A jupyter notebook serverextension providing config interfaces for nbextensions.
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
must-read-papers-for-ml
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
deep-learning-roadmap
:satellite: All You Need to Know About Deep Learning - A kick-starter
intro-to-ml-with-kubeflow-examples
[WIP] Examples for the Intro to ML with Kubeflow book
Package-Tracker
📦Package-Tracker a small unmanned aerial systems (SUAS) to track packages within the Lincoln and Omaha, Nebraska, areas.
NEAT-Flappy-Bird
An AI that plays flappy bird! Using the NEAT python module.
keras-vis
Neural network visualization toolkit for keras
halo
✍ Halo 一款现代化的个人独立博客系统
DeepLeague
(Open Source) Computer Vision + Deep Learning + League of Legends
birdbrain
Code for searching the www.xeno-canto.org bird sound database, and training a machine learning model to classify birds according to their sounds.
SENet
Squeeze-and-Excitation Networks