William's repositories
CTGAcourse
Complex Trait Genomic Analysis Course
DLpipeline
Practical Deep Learning for Genomic Prediction: A Keras based guide to implement deep learning
webmagic
A scalable web crawler framework for Java.
tensorflow-handbook
简单粗暴 TensorFlow 2.0 | A Concise Handbook of TensorFlow 2.0
awesome-AI-books
Some awesome AI related books and pdfs for learning and downloading
GS-SAP_GrainYield
Data, Scripts and Manuscript for effect of population structure in accuracy of GBLUP model in sorghum grain yield components
awesome-crawler
A collection of awesome web crawler,spider in different languages
awesome-ai
A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)
interview-questions
机器学习深度学习面试题笔试题(Machine learning Deep Learning Interview Questions)
ai-roadmap
ApacheCN AI 路线图（知识树）
awesome-AIOps
AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star
STGCN-IJCAI-18
Spatio-Temporal Graph Convolutional Networks
DAGBoard
一步步实现DAG可视化及简单交互, 可用于js模拟流程图等
GSelection
Python Genomic Selection functions
JavaGuide
【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
interviews
Everything you need to know to get the job.
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
awesome-time-series-analysis
This list collects learning resource, tools and dataset for time series analysis/time series data mining.
shadowsocks_install
Auto Install Shadowsocks Server for CentOS/Debian/Ubuntu
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.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
docker-hadoop-spark-workbench
[EXPERIMENTAL] This repo includes deployment instructions for running HDFS/Spark inside docker containers. Also includes spark-notebook and HDFS FileBrowser.
ray
A system for parallel and distributed Python that unifies the ML ecosystem.
networkx
Official NetworkX source code repository.
docker-flink
Apache Flink docker image
awesome-pipeline
A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin
pSBVB
Manual