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Linux/Unix Recursively Search All Files for a String

date_range Dec. 06, 2018 - Thursday

A quick answer here:

$ grep -r "string" .

How to Save IPython Session

date_range Dec. 06, 2018 - Thursday

The detail of the question is described in this page How to save a Python interactive session?

How to Open Jupyter Notebook via SSH

date_range Dec. 06, 2018 - Thursday

The Objective is clear as described in the title. The case is usually encountered when logged in a remote server for computation but still want to use the jupyter-notebook that you’re familiar with. This article tells how.

How to make Bootable USB from an ISO with Command Line Tools on macOS?

date_range Dec. 05, 2018 - Wednesday

Making things happen without any third party tools is joyful. In this article, I’d like to show how to make a bootable USB simply using built-in commands in a terminal on macOS.

Deploy Keras Model with Flask+uWSGI+NGINX with Docker

date_range Dec. 03, 2018 - Monday

After spending more than 200 credits on google cloud GPU for training a Plant Disease Recoginition (PDR) model with Keras, I’ve got a decent model that have reached more than 85% accuracy. The model is ready and the next thing to do is to deploy the model for inference as a service.

Get Started with THE Docker

date_range Nov. 28, 2018 - Wednesday

The famous “Docker” is a tool that can package an application and tis dependencies in a virtual container that can run on any Linux server. After getting my keras model, it’s a good chance to try docker to deploy a deep learning model as a API service. In this article, I’d like to write down all the important procedures and details about how to make this service work with docker.”

Experiencing google cloud

date_range Oct. 09, 2018 - Tuesday

After experiencing google cloud for couple of week, I’d like to write something down here. On the one hand, there’re lots of tips, necessary knowledge and pitfalls to remember and check. One the other hand, just cannot resist to complain about this giant and complicated service system.

Python None

date_range June 21, 2018 - Thursday

Python 中的 None 是什么?

RNN LSTM - Notes

date_range June 12, 2018 - Tuesday

“Deep Learning” Reading note

Knowledge of Leukemia

date_range Dec. 18, 2016 - Sunday

在这里汇总一下关于这个病的一些知识和其他信息。要战胜敌人就得充分了解敌人。盼望南哥战胜它,早日康复!