Vineeth Pydi's Projects
Includes code, scripts, and data to get started with labs, assignments, and projects.
Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)
Credit Risk Assessment Project: Leveraging machine learning techniques to maximize profits from loans by addressing class imbalance, employing a two-stage modeling approach, and optimizing model performance using F1 score for classification and RMSE for regression tasks.
Data science interview questions and answers
The Leek group guide to data sharing
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
A Library for Advanced Deep Time Series Models.
Application of Transformer Models for Demand Forecasting in the FMCG Industry
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Config files for my GitHub profile.