Lihao Zhang's repositories
machine-learning
Content for Udacity's Machine Learning curriculum
sentiment-analysis
Sentiment analysis based on parsed twitter data
Advanced-Machine-Learning-Specialization
Advanced Machine Learning Specialization on Coursera
dog-breed-detector
Dog image and breed detection using CNN
Finding-Donors
Supervised Learning Implementation, Model Evaluation and Feature Selection
Boston-Housing
Model Evaluation and Validation
course-resources-ml-with-experts-budgets
Further student resources for DrivenData's 'Machine Learning with the Experts: School Budgets' DataCamp course.
DAT210x
Programming with Python for Data Science Microsoft
datasciencecoursera
Data Science Specialization - Coursera
datasharing
The Leek group guide to data sharing
double-edge-swap-mcmc
Contains methods to uniformly sample graphs with a given degree sequence.
Gradient-Descent
Gradient Descent Implementation
Grid-Search-Lab
Tune Hyperparameters of Decision Tree with Grid Search
h2o-tutorials
Tutorials and training material
hugo
A Fast and Flexible Static Site Generator built with love in GoLang.
junk
:notebook: mooc code playground
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
predict-future-sales
Final project for "How to win a data science competition" Coursera course
recurrent-neural-networks
Learning about and doing projects with recurrent neural networks
Titanic-Survival-Exploration
Titanic Survival Data EDA and Simple Predictions Based on EDA
Titanic-Survival-Exploration-with-DT
Titanic Survival Exploration with Decision Tree
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite