Ash's repositories
Adversarial_Learning_for_Stance_Detection_Implementation
Implementation of the paper Adversarial Learning for Zero-Shot Stance Detection on Social Media
applied-llm
Everything about LLMs in production.
AppliedMachineLearning
This repository contains machine learning projects using the following algorithms implemented in Python - Decision Tree, Genetic algorithm, Linear Regression, Neural Network and Polynomial Fitting
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
Cohort-Analysis
This repository contains scripts and notebooks for performing cohort analysis on customer transaction data.
dbt
dbt Version Control Repository: Managing scalable data transformations with versioned dbt models, structured testing, and collaborative Git workflows.
Exploring-Consumer-Insights-In-Depth-Analysis-of-Product-Reviews
Analyzing clothing retailer reviews to understand what customers like and dislike, aiming to improve their shopping experience.
Fake_Science_Reporting
This repository contains the code for the project on detecting misinformation in scientific reporting.
FitBit_Fitness_Tracker
This is a repository for EDA on Fitbit users’ fitness dataset to gain insights into the users activity and overall health. Dataset is extracted from Kaggle.
RFM-Analysis
RFM analysis categorizes customers based on their transactional behavior: Recency (how recently they made a purchase), Frequency (how often they make purchases), and Monetary Value (how much they spend).
COVID_Vaccine_Optimization
An optimization project on optimal distribution of COVID vaccines as per dataset extracted from Kaggle
E4_heartrate_analysis_python
Python Heart Rate Analysis Package, for both PPG and ECG signals
E4_pyhrv
Python toolbox for Heart Rate Variability
e4package-mad-gui
A python package for interaction with time series data.
e4package_flirt
FLIRT is a python package that processes wearable sensor data to obtain features
e4package_NeuroKit
NeuroKit2 is a python toolbox that aids in neurophysiological signal processing
Fake-News-Detection-using-NLTK
This repository contains the code and files for the project ion Fake News Detection using NLTK.
Financial-News-Sentiment-Analysis
This repository comprises the project code and related files exploring the sentiment of social media activity of certain companies.
Grokking-Deep-Learning
Grokking Deep Learning
Machine_Reading_Comprehension
This repository contains the project done on Machine Reading Comprehension, using the Squad2 dataset, which is a benchmark data for question-answering.
Machine_Translation
This repository consists of the files related to the Machine Translation project using Flores200 dataset to implement machine translation between two languages. The implemented models include seq2seq models like OPUS-MT, M2M-100 and MBART-50.
MachineLearning
This repository contains the implementations of basic machine learning algorithms using datasets from Kaggle and UCI Machine Learning Repository
SPICED
Code for the paper "Modeling Information Change in Science Communication with Semantically Matched Paraphrases" from EMNLP 2022
Stanford-SQL-Excercises
Stanford SQL Certification
Symptom_Extraction_and_Linking_from_Vaccine_Adverse_Event_Reports
This repository contains the files of the project on Symptom Extraction and Linking from Vaccine Adverse Event Reports. The data is extracted from the VAERS data source here: https://vaers.hhs.gov/data/datasets.html.
Text_Classification_and_Sentiment_Analysis
This repository contains the files related to the project on Sentiment Analysis and Classification using the product review dataset from Amazon
Text_Classification_and_Sentiment_Analysis_with_RNN
This repository contains the files related to the project on Sentiment Analysis and Classification with RNN using the product review dataset from Amazon