Rohit Arora's repositories
loan_creditworthiness
A person’s creditworthiness is often associated (conversely) with the likelihood they may default on loans.
sparkify-churn-prediction
Sparkify(proxy for Spotify) music service customer churn prediction using spark.
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
first-contributions
🚀✨ Help beginners to contribute to open source projects
data-science-interviews
Data science interview questions and answers
StrataScratch
coding and non coding questions for data scientists
disaster_response
Project to process tweets and categorize them into categories for aiding disaster respoonse teams
Airbnb_Seattle
Analysis, observations and inferences on Airbnb Seattle dataset.
OQMscores-python
Objective Quality Measure scores for speech samples in python.
CIFAR-10_image_classifier
creating image classifier for CIFAR-10 dataset, as a part of Udacity nanodegree.
creating_Customer_Segments
Applied unsupervised learning techniques on demographic and spending data for a sample of German households. Preprocess the data, applied dimensionality reduction techniques, and implemented clustering algorithms to segment customers with the goal of optimizing customer outreach for a mail order company.
finding_donors
Predict donors for a ficticious organization called CharityML. Part of Udacity nano degree: Intro to ML using pytorch
Udacity-intro-to-ML-Pytorch
Udacity nanodegree introduction to machine learning using pytorch notes and codes
cd0025-supervised-learning
Project code for cd0025 Supervised Learning
Real-Time-sign-language-detection-object-detection-fastai
Sign language detection using object detection using YOLO v5.
fastbook
The fastai book, published as Jupyter Notebooks. With short notes added for each chapter added in this repo.
ASVspoof2021_OC_model
code for the paper "Impact of Channel Variation on One-Class Learning for Spoof Detection"
ICASSP-2022-latex-template
This is the latex template that should be used for the paper submission in ICASSP 2022
markdown-here
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
AIR-ASVspoof
Official implementation of the paper "One-class Learning Towards Synthetic Voice Spoofing Detection"
python-pesq
PESQ (Perceptual Evaluation of Speech Quality) Wrapper for Python Users (narrow band and wide band)
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
segan
Speech Enhancement Generative Adversarial Network in TensorFlow
STC_ASVspoof2015
Keras implementation of the paper STC Anti-spoofing Systems for the ASVspoof 2015 Challenge