Shanshan Guo's starred repositories
NLP-Attribute-Extraction-Flipkart
Large online shopping companies need to automatically populate their product descriptions supplied by the sellers. Many a times the text is noisy, hence learning algorithms need to be designed. The workhorses for this problems are conditional random fields (CRF), but they need hand tuned features as input. Using deep learning algorithms to solve this problem automatically.
dijkstra-cartography
Using Dijkstra's algorithm ("finding the shortest paths between nodes in a graph") to draw maps :earth_africa:.
Multi-class-with-imbalanced-dataset-classification
Multi-class with imbalanced dataset classification
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
recommender-tensorflow
Recommendation Models in TensorFlow
pytorch_objectdetecttrack
Object detection in images, and tracking across video frames
ImageProcessingProjects
Image processing using python and opencv
head-pose-estimation
Realtime human head pose estimation with ONNXRuntime and OpenCV.
cnn-facial-landmark
Training code for facial landmark detection based on deep convolutional neural network.
Face-Detection-in-Python-using-OpenCV
Face Detection with Python using OpenCV
recommenders
Best Practices on Recommendation Systems
Deep-Learning-Mini-Projects
Repo for Deep Learning Projects in NLP, GANs, Computer Vision
image-processing-pipeline
Modular image processing pipeline using OpenCV and Python generators
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Datasets-for-Recommender-Systems
This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)
DS-Take-Home
My solution to the book A Collection of Data Science Take-Home Challenges
InterviewAssignments
List of Interview Assignments of companies directly submitted by the Interviewee.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
cracking-the-coding-interview-python-solution
Python answers for the book Cracking the Coding Interview
JavaStud
Official, Main: This is Core/Advance java example series project. It help to learn java step by step using pdf tutorial provided here and corresponding demo project for the eclipse. Tag: Java Student, Java Stud, Stud Java, StudJava, Java Teachers, Studs Quick Start Guide, Studs Java, Object Oriented Programming, Core Java, Java SE, Java EE, Java Enterprise Edition, Java Blog, Java Articles, Java Web, JSP, Servlet, Maven, Spring, Hibernate, Spring-boot, Spring MVC Web, Angular JS, Angular 2, Java Security, Java CRUD, Java Login Example, File Handling, Multi threading, exception handling, Collection classes, Swing, Database, Date Time, Joda Time, JPA.
ml_workshop_udacity
ML Workshops @ Udacity