xiaowanli's repositories
ml-lessons
Intro to deep learning for medical imaging lesson, by MD.ai
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
A-Comprehensive-ML-Workflow-for-HousePrices
This is a A Comprehensive ML Workflow for House Prices data set, I have tried to help **Fans of Machine Learning** in Kaggle how to face machine learning problems. and I think it is a great opportunity for who want to learn machine learning workflow with python **completely**.
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
awesome-java
A curated list of awesome frameworks, libraries and software for the Java programming language.
chinese-poetry
最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。
coding-interview-university
A complete computer science study plan to become a software engineer.
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
developer-roadmap
Roadmap to becoming a developer in 2022
DS-Take-Home
My solution to the book A Collection of Data Science Take-Home Challenges
fw_i3cm1i_3pluspoint_berglund_QPBO
QPBO algorithm for fat-water MRI
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.
how-web-works
What happens behind the scenes when we type www.google.com in a browser?
off-nutrition-table-extractor
Important: Please have a look at the higher level issue in Robotoff: openfoodfacts/robotoff#372 This is an old model and we have made progress since then.
open-product-management
A curated list of product management advice for technical people.
personalDataVisualization
explore yourself with data
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Sequential-patch-based-segmentation
Sequential patch-based segmentation for medical image
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tech-interview-handbook
💯 Curated coding interview preparation materials for busy software engineers