Projects in Awesome Lists by rohitl17
A curated list of projects in awesome lists by rohitl17 .
https://github.com/rohitl17/cab-dynamic-pricing
A web application for calculating dynamic price of Uber and Lyft cabs depending on various parameters with a feedback loop to retrain the models
flask machine-learning python3 software-engineering
Last synced: 31 Mar 2025
https://github.com/rohitl17/fuzzyknn
Implementation of FuzzyKNN algorithm from a research paper
Last synced: 09 Apr 2025
https://github.com/rohitl17/socioeconomic-impact-of-education
A data visualization and analysis project on hypothesizing socioeconomic impact of education on women's lives in developing countries
Last synced: 09 Apr 2025
https://github.com/rohitl17/vision-explanability
A repository for explaining vision model predictions
Last synced: 09 Apr 2025
https://github.com/rohitl17/pneumothorax-kaggle
A repository for kaggle pneumothorax segmentation competition classification and segmentation pipelines.
Last synced: 09 Apr 2025
https://github.com/rohitl17/dicoms
A repository for understanding DICOMs and related operations for medical imaging
Last synced: 09 Apr 2025
https://github.com/rohitl17/statistical-inference
Python and R code for statistical inference tenchniques
Last synced: 09 Apr 2025
https://github.com/rohitl17/rcnn
A repository for experimenting with object detection models Mask-RCNN and Faster-RCNNs
Last synced: 09 Apr 2025
https://github.com/rohitl17/data-512-homework_2
DATA-512 - Human Centered Design Homework 2
Last synced: 09 Apr 2025
https://github.com/rohitl17/model-evaluation-tool
A jupyter-notebook based interactive tool for auditing/evaluating your ML model performance using prediction and inference.
Last synced: 09 Apr 2025
https://github.com/rohitl17/siamese-networks
Experimental code for abnormality detection using siamese networks
Last synced: 09 Apr 2025
https://github.com/rohitl17/hotel_availability_classification
A binary ML classifier for predicting if a hotel accepts bookings throughout the year or not.
Last synced: 09 Apr 2025
https://github.com/rohitl17/retinal-imaging-classification
Classifying the images for their quality to keep the disease prediction model performance intact.
Last synced: 09 Apr 2025
https://github.com/rohitl17/image-augmentations
A repository for performing image augmentations using albumentations, imgaug and ImageDataGenerator
Last synced: 09 Apr 2025
https://github.com/rohitl17/nifti-3d-imaging
A repository for reading, manipulating nifti files (3D imaging).
Last synced: 09 Apr 2025
https://github.com/rohitl17/object-detection-yolo
A repository for training and predicting on YOLOv3 object detection model
Last synced: 09 Apr 2025
https://github.com/rohitl17/pytorch-severstal-kaggle
Experimental pytorch pipeline for Severstal steel kaggle competition
Last synced: 09 Apr 2025
https://github.com/rohitl17/merchant-transaction-analysis
A project on analyzing over a million transactions for merchant churn prediction and clustering
Last synced: 09 Apr 2025
https://github.com/rohitl17/cvd_detection_using_randomforest
Cardiovascular diseases (CVDs) are the leading cause of death globally, taking an estimated 17.9 million lives each year. Here, we develop a prognosis model for CVD detection using cardiovascular health paramters
Last synced: 09 Apr 2025
https://github.com/rohitl17/cryptocurrency_analysis
A project on hypothesis testing and statistical experimental design to help an investor make informed decisions about cryptocurrency investments
Last synced: 09 Apr 2025
https://github.com/rohitl17/google-protocol-buffers
Implementation of Student Addressbook using Google's language-neutral, platform-neutral, extensible mechanism for serializing structured data
Last synced: 09 Apr 2025
https://github.com/rohitl17/image-classification-pipelines
A repository for experimenting with different image classification CNN architectures
Last synced: 09 Apr 2025
https://github.com/rohitl17/model-improvement-docs
A research/theoretical repository for summarizing model improvement techniques.
Last synced: 09 Apr 2025
https://github.com/rohitl17/convolutional-autoencoders
A research project on classifiying Handwritten digits using Semi-Supervised Learning
Last synced: 09 Apr 2025
https://github.com/rohitl17/image-feature-extraction
A stacked model pipeline which shows how features can be extracted from CNNs and then passed to a XGboost to build accurate classification models
Last synced: 09 Apr 2025
https://github.com/rohitl17/facebook-data-analysis
Implementation in R which shows how data could be statistically analysed to market brands on Facebook
Last synced: 09 Apr 2025
https://github.com/rohitl17/model-improvement-techniques
A repository for experiments for vision models performance improvement.
Last synced: 09 Apr 2025
https://github.com/rohitl17/collaborative-filtering-techniques
A literature survey on recent collaborative filtering techniques in recommender systems
Last synced: 09 Apr 2025
https://github.com/rohitl17/image-colorizer
An autoendcoder based ML model which colors natural landscape images from grayscale to RGB.
Last synced: 09 Apr 2025
https://github.com/rohitl17/dcm2png
A repository for comparing performance of open-source libraries for DICOM to PNG conversion
Last synced: 09 Apr 2025
https://github.com/rohitl17/cats-vs-dogs
A Deep Learning approach to solve the trivial Cats vs Dogs classification problem
Last synced: 09 Apr 2025
https://github.com/rohitl17/mongodb_api
A flask API for storing users and relevant information in MongoDB and accessing them on retrieval request
Last synced: 09 Apr 2025
https://github.com/rohitl17/data512-project
This repository contains the final project for DATA 512: Human Centered Data Science at UW.
Last synced: 09 Apr 2025
https://github.com/rohitl17/data-512-homework_1
DATA-512 - Human Centered Design Homework 1
Last synced: 09 Apr 2025
https://github.com/rohitl17/data512-project-common-analysis
This is a stable copy of the project part 1 of DATA 512 course at University of Washington.
Last synced: 09 Apr 2025
https://github.com/rohitl17/apache-systemds
A project on performing database-related operations using Spark+SystemDS and ML benchmarking.
Last synced: 09 Apr 2025
https://github.com/rohitl17/aws-gcp
Python Code for interacting with AWS/GCP blob storage
Last synced: 09 Apr 2025
https://github.com/rohitl17/3d_imaging
A repository for 3D CNNs for vision models training and prediction
Last synced: 09 Apr 2025
https://github.com/rohitl17/image-segmentation-pipelines
ML pipelines for image segmentation using UNET and their variants
Last synced: 09 Apr 2025