Yufu Li's repositories
AIND-sudoku-solver
The sudoku solver written in python3 uses "naked twin" strategy to solve sudokus.
algorithm-base
专门为刚开始刷题的同学准备的算法基地，没有最细只有更细，立志用动画将晦涩难懂的算法说的通俗易懂！
BootstrapPortfolioProject
Code School Project: Portfolio created with Twitter Bootstrap
CodeBreakerProject
Use Javascript to create a "Code Breaker" game
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
forty-jekyll-theme
A Jekyll version of the "Forty" theme by HTML5 UP.
HTMLPortfolioProject
Code School Project: HTML + CSS Portfolio
jQueryBadgesProject
jQuery Badges: Display the courses you've taken using AJAX
machine_learning_examples
A collection of machine learning examples and tutorials.
natural-language-processing
Resources for "Natural Language Processing" Coursera course.
No-show-dataset-analysis
This project uses pandas, numpy and matlabplot to analyze the "no-show" dataset from Kaggle to answer the question, "what correlates to the no-show rate". I cleaned the data and conducted conditional probability analysis and time series analysis to determine the effects from multiple explanatory variables.
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Programming-with-rLang
As a research analyst/data scientist, I encountered some difficulties in writing programs in R to interactively wrangle and visualize data, and produce solutions by using the Stringr and Rlang libraries. The purpose of this report is to help other research analysts understand metaprogramming and the Rlang library. Comparing to the book, Advanced R, the report does not only provide a less jargonistic and common-data-type focused introduction, but also summarize the strategies to tackle problems when dealing with questionnaire data
Prosper-Data-Exploration-
The project uses R to explore a data set of Prosper Marketplace, Inc.
SA-LSTM
Self Attention LSTM implemented for STAT 441
SemanticHTMLPortfolioProject
Add semantic HTML elements to your portfolio.
SemEval2019Task3
Code for ANA at SemEval-2019 Task 3
Stanford-CS-229-CN
A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译
tutorials
A place for tutorials relevant to D4D projects.
udacity-data-engineering
Repository for the projects completed in the Udacity Data Engineering nanodegree
Wrangle-OpenStreet-Data
The project uses data wrangling techniques to clean the OpenStreetMap data of Cardiff, Wales, England, and SQL schema to store data. The project also conducted statistical analysis on the wrangled data and provided advice to improve the dataset.