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Prashanth Rao's Projects

aeong icon aeong

AeonG: An Efficient Built-in Temporal Support in Graph Databases

black-action icon black-action

A GitHub action that runs black code formatter for Python

checklist icon checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

css3-glossy-effect icon css3-glossy-effect

This demo shows how to create a nice glossy effect with a combination of CSS3 gradients.

db-hub-fastapi icon db-hub-fastapi

Async bulk data ingestion and querying in various document, graph and vector databases via their Python clients

duckdb-study icon duckdb-study

Compare DuckDB, Polars and Pandas for generating an artificial dataset of persons and companies

fastpages icon fastpages

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

fine-grained-sentiment icon fine-grained-sentiment

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

gendergaptracker icon gendergaptracker

Code and resources to scrape articles and analyze proportion of women and men quoted in media.

gh-action-test icon gh-action-test

Test GitHub actions and pre-commit hooks for experimenting with CI/CD and auto-linting workflows.

graphdb-case-studies icon graphdb-case-studies

Case studies showing the analysis of connected data using different graph databases and their Python client libraries

hyperbolic-learning icon hyperbolic-learning

Implemented ML algorithms in hyperbolic geometry (MDS, K-Means, Support vector machines, etc.)

interactive-plotting icon interactive-plotting

Case study on the use of reactive notebooks for interactive plotting and experimentation

kuzu-ui icon kuzu-ui

Browser-based user interface for KΓΉzu graph database

kuzudb-study icon kuzudb-study

Benchmark study on KΓΉzuDB, an embedded OLAP graph database, on an artificial social network dataset

lancedb icon lancedb

Serverless, low-latency vector database for AI applications

lancedb-study icon lancedb-study

Benchmark study on LanceDB, an embedded vector DB, for full-text search and vector search

langchain icon langchain

πŸ¦œπŸ”— Build context-aware reasoning applications

manifold-learning icon manifold-learning

Introduction to manifold learning - mathematical theory and applied python examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)

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