David Gao's repositories
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
AlphaTree-graphic-deep-neural-network
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱
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.
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
deep-learning-roadmap
:satellite: All You Need to Know About Deep Learning - A kick-starter
DeepLeague
(Open Source) Computer Vision + Deep Learning + League of Legends
halo
✍ Halo 一款现代化的个人独立博客系统
hyde-cnn
Hybridization Detection with Convolutional Neural Networks
intro-to-ml-with-kubeflow-examples
[WIP] Examples for the Intro to ML with Kubeflow book
jupyter_nbextensions_configurator
A jupyter notebook serverextension providing config interfaces for nbextensions.
keras-vis
Neural network visualization toolkit for keras
Learn-Quantum-Computing-with-Python-and-IBM-Quantum-Experience
Learn Quantum Computing with Python and IBM Quantum Experience, published by Packt
ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
MLOps
MLOps examples
must-read-papers-for-ml
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
NEAT-Flappy-Bird
An AI that plays flappy bird! Using the NEAT python module.
Package-Tracker
📦Package-Tracker a small unmanned aerial systems (SUAS) to track packages within the Lincoln and Omaha, Nebraska, areas.
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.
SENet
Squeeze-and-Excitation Networks
the-art-of-command-line
Master the command line, in one page