skandavivek

transformerQA-finetuning

Fine-tuning HuggingFace Transformer Question-Answering Models On Custom Data

DSPy-blog

A tutorial on DSPy and whether automated prompt engineering lives up to the hype

web-qa

ChatGPT-API

A tutorial on the ChatGPI provided by OpenAI

self-RAG

A tutorial on Self-RAG.

openai-function-calling

A tutorial on the new OpenAI ChatGPT/GPT-4 function calling, which bridges the gap between deterministic and non-deterministic programming - leading to all sorts of possibilities

Geospatial-Clustering

Evaluating clustering algorithms KMeans, DBSCAN, Hierarchical Agglomerative performance on geospatial data

sumo-traffic-grids

Simulating traffic on grids using SUMO and Python

PyTorch-Transfer-Learning

Deep Transfer Learning Tutorial in PyTorch on Animals-10 Dataset

osmnx-edge-speeds

Obtaining road speeds corresponding to OSMnx urban road networks from the HERE traffic API

pinecone-openai-tutorial

A tutorial on how to use a vector DB like Pinecone for querying custom docs for retrieval augmented generation

fine-tune-transformer-classifier

Manhattan-predicting-fragility

Prediction of speeds in Manhattan, and fragility of transportation network to collisions

RAG-From-Scratch

RAG is becoming the standard to customize the output of LLMs for domain specific applications with data. Learn how to build RAG applications from scratch.

Safegraph-OSMnx-HERE

Code for paper on incorporating state of the art geospatial data sets on complex networks to predict disruptions stemming from cyberattacks on road network infrastructures

tracking-cars-highway

Modified Lucas-Kanade algorithm to detect and track cars

upstash-vectordb-tutorial

A tutorial on how to use the Upstash vector DB for querying custom docs for retrieval augmented generation

Visualizing-YOLO-annotations

Visualizing YOLO annotations on an image (created in https://www.makesense.ai/)

academic-kickstart

Easily create a beautiful website using Academic and Hugo

academic-kickstart2

Basic-RAG

An Introduction To Retrieval Augmented Generation (RAG) on PDF documents

calculus-book

:orange_book: Calculus Textbook (Openstax)

flight-delay-cascade

Code repo for reproducing flight delays for paper "Strategic Cyber Effects in Complex Systems: Understanding the US Air Transportation Sector", Accepted by CyCon 2021

Georgia-salary-gender-differences

Differences and trends in salaries based on gender at Georgia state institutions

LSTM-Carnatic-Music-Generation

Generating New Carnatic Music Patterns Using LSTM Neural Networks

Manhattan-Hacked

Cyberphysical risks of hacked connected vehicles on traffic (in Manhattan)

Sankarabharanam-spectrograms

A spectrogram analysis of the Carnatic version of C Major

skandavivek-dataincubator-project

Data Incubator milestone project

skandavivek.github.io

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

sumo

Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.