fylinhub's repositories
Drude-Force-Field-Parametrization-Tutorial
Tutorial for parametrization of small molecule Drude polarizable force field
Fragment-docking-clustering-Python
Fragment docking
2D-free-energy-plots-and-similarity-calculation
Visualization of 2D distribution and calculation of the similarity between two 2D distributions
Airbnb-Listing-Chicago
1) Predicting of Airbnb listing prices 2) Analyze which variables would affect AirBnB rentals (Strategy: Random Forest / Gradient Boosting / XGB)
Automatic-Credit-Card-Approval-Predictor
Machine learning strategy: Logistic Regression and GridSearching
Data_Mining_ProteinDataBank-Python
Data mining of geometric data of a specific type of ligand protein interaction in protein crystal structures
Forecasting-Blood-Supply
Use TPOT library to automate Machine Learning pipeline
Predicting-Customer-Churn
Build churn models based RandomForest / GradientBoost as well as GridSearchCV; Utilize SMOTE to oversample the minority data
Reweighting-algorithm-Python
Automatic fitting of Dihedral parameters targeting Experimental data
Content-based-Recommender
Using NLP and t-SNE algorithm along with an interactive data visualization
Data_Mining_for_Hydrogen_Bond_Distance-Python
Extract hydrogen bond distance of protein structures
dlaicourse
Notebooks for learning deep learning
google-research
Google Research
hgraph2graph
Hierarchical Graph-to-Graph Translation for Molecules
market-basket-analysis
Perform market basket analysis to identify target customers with whom to start marketing strategy