Pinned Repositories
ashrae_energy_prediction
Ashrae Energy prediction using XGBoost
Checkout-Predictions
Beginning with over 30 Gigabytes of data, we utilized PySpark, Amazon EMR, and H2O to achieve over 0.91 ROC AUC and 0.80 PR AUC for classifying which library books will be checked out.
decision_tree_implementation
Python implementation from scratch - Decision Trees
feature_importance
An exploration of various feature importance and selection techniques.
kmeans_clustering
K-means Clustering with kmeans++ centroid initialisation technique
linear-regression-project
USF project on Linear Reression
linear_regression_implementation
Python implementation from scratch - Linear Regression
monthly_traffic_volume_analysis
EDA and visualisation - monthly traffic volume data shared by the US Federal Highway Adminstration
random_forest_implementation
Python implementation from scratch - Random Forest
SlateQ
A comparison of Google's SlateQ algorithm with traditional Reinforcement Learning algorithms
ShishirKumar93's Repositories
ShishirKumar93/SlateQ
A comparison of Google's SlateQ algorithm with traditional Reinforcement Learning algorithms
ShishirKumar93/ashrae_energy_prediction
Ashrae Energy prediction using XGBoost
ShishirKumar93/Checkout-Predictions
Beginning with over 30 Gigabytes of data, we utilized PySpark, Amazon EMR, and H2O to achieve over 0.91 ROC AUC and 0.80 PR AUC for classifying which library books will be checked out.
ShishirKumar93/decision_tree_implementation
Python implementation from scratch - Decision Trees
ShishirKumar93/feature_importance
An exploration of various feature importance and selection techniques.
ShishirKumar93/kmeans_clustering
K-means Clustering with kmeans++ centroid initialisation technique
ShishirKumar93/linear-regression-project
USF project on Linear Reression
ShishirKumar93/linear_regression_implementation
Python implementation from scratch - Linear Regression
ShishirKumar93/monthly_traffic_volume_analysis
EDA and visualisation - monthly traffic volume data shared by the US Federal Highway Adminstration
ShishirKumar93/random_forest_implementation
Python implementation from scratch - Random Forest
ShishirKumar93/naive_bayes_implementation
Python implementation from scratch - Naive Bayes
ShishirKumar93/ShishirKumar93.github.io
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