Srushti Manjunath's repositories
Jersey-City-CitiBike-Demand-Prediction
Analyzing and predicting the demand for bikes using a Spatio-Temporal Graph Convolutional Network (STGCN) model.
Natural-Language-Processing-with-Disaster-Tweets
Predict which Tweets are about real disasters and which ones are not Microsoft DeBERTa
Amazon-product-co-purchasing-network-analysis
Analyzing and recommending Amazon products using graph-based methods and regression models.
deeplearning-docker
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
ETL-Analytics
Data Engineering on GCP and Mage AI
Flight-fares-and-delay-prediction
Analysis of flight systems to check the effectiveness of using Twitter data in conjunction with traditional datasets to improve predictions.
MLOps-With-AWS
MLOps pipeline leveraging AWS services, streamlining the path from model development to production with automated CI/CD, testing, and scalable deployment.
Productivity-Prediction-in-R
Estimate factors associated with the productivity of garment manufacturing workers and perform regression analysis
srushtii-m.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Walmart-Sales-Insights-A-Predictive-Modelling-Approach
This project focuses on forecasting weekly sales for a subset of Walmart stores using various machine learning and time series models.
Explainable-k-means-clustering
IE 529 Project - IMM Algorithm for explainable k-means clustering
Machine_Learning
ML Practice
STNSCM
This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"