Mayank Baranwal's repositories
Latent-ODE
Reproduction of Latent ODEs for Irregular-Sampled Time Series [arXiv 1907.03907]
seqc
Single-Cell Sequencing Quality Control and Processing Software
magic
MAGIC - imputation and de-noising single-cell RNA seq data sets
Data-Science-Competition-for-Revenue-Maximization
Data Science Competition that challenged teams to come up with creative ways to increase the revenue of an e-commerce company. Won 1st place! Write-up in repository
GRU-D
inspired by 'Recurrent Neural Networks for Multivariate Time Series with Missing Values' pytorch ver
Airbnb-Dynamic-Pricing-Optimization
[BA project] Dynamic Pricing Optimization for Airbnb listing to optimize yearly profit for host. Use Clustering for competitive analysis, kNN regression for demand forecasting, and find dynamic optimal price with Optimization model.
Clustering-with-Deep-learning
Generic implementation for clustering with deep learning : representation learning (DNN) + clustering
outage_scheduling
Includes code from PSCC'16 paper for planning, along with UCNN
Autoencoder-Clustering
Replication of "Auto-encoder Based Data Clustering" Song et al
Profit-Maximization-Taxi
Work on big dataset to maximize the profit of a taxi
icml16_iapi
Implementation of the IAPI algorithm and a power-system real-time simulator, as described in "Hierarchical Decision Making In Electricity Grid Management" (ICML 2016).