Talks

The two conference days are packed with talks about Python by speakers from Taiwan and around the world. The talks will be either 30- or 45-minute long. Three tracks of talks will be delivered simultaneously, all with different topics and difficulties. We suggest you to plan beforehand, and choose what you want to listen based on your interests. Many people take notes on the program schedule before the meeting so they don’t end up in the wrong place.

Program schedule is subject to change. Please check this page frequently to get the latest version.

Other

• Building Data Pipelines on Apache NiFi with Python by Shuhsi Lin

• The Python Spirit Behind LED Glasses (LED 眼鏡背後的蟒蛇魂) by Chiung-ting Chen

Python Libraries

• Wait, IPython Can Do That? by Sebastian Witowski

• Async Context Manager for Python 3.7 by Sammy Wen

• Automate the Boring Stuff with Slackbot by Takanori Suzuki

Data Analysis

• Getting Started with Sparse Modeling Using spm-image by Takashi Someda

• Introduction to Deep Probabilistic Programming with Pyro by 柯維然

• Useful Tools to Explain ML Models by Jack Pan

• Practicing Statistics in Python: Hypothesis Testing by Mosky Liu

• How Pythoneers Stop Worrying About Excel Reports by Wei-Yen Bruce Lin and Herber Wang

• Python 在 Data for Social Good 領域常見的應用 by Ning Chen and Andrew Li

• Using Lucid to Visualize Neural Networks by Yufeng Guo

• Data Visualization and Machine Learning — Using Python Modules to Solve Phylogenetics in Cancer Evolution by Liting Chen

• Probabilistic Programming Using TensorFlow Probability by Niladri Shekhar Dutt

• 利用 Python 預測風力發電量 by 陳律閎

Best Practices & Patterns

• GraphQL with Graphene and Django, Laughters and Tears by Keith Yang

• How to Transform Research Oriented Code into Machine Learning APIs with Python by Tetsuya Jesse Hirata

• 工業 4.0—CNC 刀具健康監測 by 張楦涵 and 徐仕杰

• Python Profilers We Built for Efficiency by Jimmy Lai

• Build and Host Real-world Machine Learning Services from Scratch by 曾君宇

• The Software Engineering Part of Data Science by Niño R. Eclarin

• BI 前的悲哀—那些 User 所謂的 Big(?) Data by 高振倫

FinTech

• 打造面向金融場景的中文自然語言理解引擎 by 陳皓遠

• 你到底匯還是不匯？（當爬蟲遇上外匯…） by Kilik Kuo

Python Core (language, stdlib, etc.)

• async def Serial() await Serial_connection by Jason

• PEP 572: The Walrus Operator by Dustin Ingram

• The str/bytes Nightmare Before the Python 2 EOL by Kir Chou

Python Internals

• Understanding Multithreading by Deciphering the CPython Interpreter Source Code. by Chirag Shah

Science

• Develop Numerical Software by Yung-Yu Chen

• 寫個能幹的中文斷詞系統 by PeterWolf

• Draw Me Like One of Your French Girls — Generative Models in Python by Prakhar Srivastava

• Real-Time Automatic Accompaniment Implementation in Python by 范斯越 Szu-Yueh Fan

Education

• Click Click Boom! Bombs Over Our Mind! by KunYu Chen and JunWei Song

Internet of Things

• Py 車達人 by Malo

Graphics

• The Art of Inference: Practicing Bayesian Reasoning in Computer Vision Problems by Yen-Hsun Lin

Databases

• Python and SQLs: How I Create Universal SQL CLI Client using PEP 249 standards by Ing Wei Tang

Embedded Systems

• 驢車 (Donkey Car)，一個基於 Raspberry Pi 與機器學習的自走車專案介紹 by sosorry

• Honey, There Is a Python in My Android Phone! by Ing Wei Tang

Systems Administration

• Small-scale Infrastructure Management with Python-based Tools by SHY

Community

• 用 Python 拉近群眾與星空的距離：Astrohackers in Taiwan 社群介紹 by 蘇羿豪

Gaming

• Sim-to-Real：用物理引擎打造能虛實轉移的機器人 by Jiawei Chen

• Doujin Activity in Japan with Ren’Py by Daisuke Saito