IsaacLee0904
Follow
Lists (1)
Starred repositories
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Data Engineering Zoomcamp is a free nine-week course that covers the fundamentals of data engineering.
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Overview and tutorial of the LangChain Library
This is a repo with links to everything you'd ever want to learn about data engineering
Example end to end data engineering project.
Jupyter notebooks for using & learning Keras
A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.
API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。
中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…
Python code for hierarchical multiple linear regressions
Materials for a CSCAR workshop on mediation analysis
Source code for the Witcher network project tutorial on my Youtube channel.
Cheat Sheets
Tutorial on NetworkX originally given at NetsciX 2016 School of Code
CKIP Neural Chinese Word Segmentation, POS Tagging, and NER
All Algorithms implemented in Python
Quickly ingest messy CSV and XLS files. Export to clean pandas, SQL, parquet
Data & Code for my video on the Pandas library of Python
Credit risk analysis for credit card applicants
Data Science in Manufacturing 製造資料科學
