Wei Guo's repositories
LeetCode-Solutions
:octocat: (Weekly Update) Python / C++ 11 Solutions of All 987 LeetCode Problems
opencv-machine-learning
M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.
lime
Lime: Explaining the predictions of any machine learning classifier
Recommenders
Recommender Systems
hyperopt-sklearn
Hyper-parameter optimization for sklearn
eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
LintCode
:pencil2: C++ 11 Solutions of All 289 LintCode Problems
Machine-Learning-Web-Apps
Building and Embedding Machine Learning Model into a Web App(With Flask,etc)
lihang-code
《统计学习方法》的代码实现
pydata-seattle-2017
Materials for DataScience.com LTV and Neural Nets Talks at PyData Seattle
data_science_for_all
Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone
interviews
Everything you need to know to get the job.
wwcdc
My PPTs for WWCD DC
MachineLearningNotebooks
Use the sample notebooks in this repo to explore the Azure Machine Learning service. Start with the 01.getting-started notebooks.
spotlight
Deep recommender models using PyTorch.
Azure-TDSP-Utilities
Utilities and scripts developed as part of Microsoft's Team Data Science Process for productive data science
eShopOnWeb
Sample ASP.NET Core 2.1 reference application, powered by Microsoft, demonstrating a layered application architecture with monolithic deployment model. Download 130+ page eBook PDF from docs folder.
deepbayes-2018
Seminars DeepBayes Summer School 2018
Autopilot
A self driving car model for humans.
movielens
4 different recommendation engines for the MovieLens dataset.
hyperparameter-optimization
Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms
MachineLearningSamples-AMLTextPackage-TwitterSentimentPrediction
Sample of how to develop & deploy text classification models using Azure ML package for Text Analytics and Team Data Science Process (TDSP
2018-IJCAI-top3
This 2018 IJCAI alimama Top3 Code
awesome-deep-learning-papers
The most cited deep learning papers
PipelineTuning
Optimized Spark Pipeline Cross-Validation
100days
100 days of algorithms
pydata-london-2018
Slides and notebooks for my tutorial at PyData London 2018
RecsysChallenge2017
Our solution for Recsys Challenge 2017.