一般演講

演講為會期兩天最主要的活動，屆時將會有來自台灣各地與全球的講者分享他們在 Python 相關的發現。Talk 有 30 分鐘與 45 分鐘兩種長度，每天都將有三軌議程同步進行，配合各個演講的難易度與類型，選擇自己有興趣的主題聆聽。許多人都會事先筆記想聽的議程，才不會跑錯地點。

議程可能隨時更改。請頻繁確認本頁資訊，以獲得最新訊息。

其他

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

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

Python 函式庫

• Wait, IPython Can Do That? — Sebastian Witowski

• Async Context Manager for Python 3.7 — Sammy Wen

• Automate the Boring Stuff with Slackbot — Takanori Suzuki

資料分析

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

• Introduction to Deep Probabilistic Programming with Pyro — 柯維然

• Useful Tools to Explain ML Models — Jack Pan

• Practicing Statistics in Python: Hypothesis Testing — Mosky Liu

• How Pythoneers Stop Worrying About Excel Reports — Wei-Yen Bruce Lin、Herber Wang

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

• Using Lucid to Visualize Neural Networks — Yufeng Guo

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

• Probabilistic Programming Using TensorFlow Probability — Niladri Shekhar Dutt

• 利用 Python 預測風力發電量 — 陳律閎

最佳實踐與慣例

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

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

• 工業 4.0—CNC 刀具健康監測 — 張楦涵、徐仕杰

• Python Profilers We Built for Efficiency — Jimmy Lai

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

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

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

金融科技

• 打造面向金融場景的中文自然語言理解引擎 — 陳皓遠

• 你到底匯還是不匯？（當爬蟲遇上外匯…） — Kilik Kuo

Python Core（語言本身、標準函式庫…）

• async def Serial() await Serial_connection — Jason

• PEP 572: The Walrus Operator — Dustin Ingram

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

Python 內部運作

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

科學

• Develop Numerical Software — Yung-Yu Chen

• 寫個能幹的中文斷詞系統 — PeterWolf

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

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

教育

• Click Click Boom! Bombs Over Our Mind! — KunYu Chen、JunWei Song

物聯網

• Py 車達人 — Malo

圖像處理

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

資料庫

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

嵌入式系統

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

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

系統管理

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

社群

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

遊戲

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

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