skandavivek Goto Github PK

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)

chatgpt-api

A tutorial on the ChatGPI provided by OpenAI

dspy-blog

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

fine-tune-transformer-classifier

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

geospatial-clustering

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

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)

manhattan-predicting-fragility

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

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

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

pytorch-transfer-learning

Deep Transfer Learning Tutorial in PyTorch on Animals-10 Dataset

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

sankarabharanam-spectrograms

A spectrogram analysis of the Carnatic version of C Major

self-rag

A tutorial on Self-RAG.

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.

sumo-traffic-grids

Simulating traffic on grids using SUMO and Python

tracking-cars-highway

Modified Lucas-Kanade algorithm to detect and track cars

transformerqa-finetuning

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

upstash-vectordb-tutorial

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

vehicle-tracker

Vehicle Detection and Tracking using Blob Algorithm + Linear SVC (or YOLO V2)

visualizing-yolo-annotations

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

web-qa