Prashanth Rao (@prrao87)
github

prrao87

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  • Stars
    star
    427
  • Global Rank 66,346 (Top 3 %)
  • Followers 183
  • Following 42
  • Registered almost 7 years ago
  • Most used languages
    Python
         83.3 %
    Jupyter Notebook
         11.1 %
    SCSS     5.6 %
  • Location ๐Ÿ‡จ๐Ÿ‡ฆ Canada
  • Country Total Rank 2,517
  • Country Ranking
    SCSS     129
    Jupyter Notebook
         152
    Python
         432

Top repositories

1

fine-grained-sentiment

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
Python
165
star
2

tweet-stance-prediction

Applying NLP transfer learning techniques to predict Tweet stance toward a topic
Jupyter Notebook
107
star
3

db-hub-fastapi

Async bulk data ingestion and querying in various document, graph and vector databases via their Python clients
Python
32
star
4

kuzudb-study

Benchmark study on KรนzuDB, an embedded OLAP graph database, on an artificial social network dataset
Python
25
star
5

duckdb-study

Compare DuckDB, Polars and Pandas for generating an artificial dataset of persons and companies
Python
19
star
6

lancedb-study

Benchmark study on LanceDB, an embedded vector DB, for full-text search and vector search
Python
16
star
7

neo4j-python-fastapi

Bulk ingest data into Neo4j using sync or async Python, and expose the data via FastAPI
Python
12
star
8

fine-grained-sentiment-app

A Flask LIME explainer app for fine-grained sentiment classification.
Python
11
star
9

pydantic-benchmarks

Benchmarks testing the performance of various releases of Pydantic v2 ๐Ÿฆ€
Python
9
star
10

blog

Posts related to Data Science, engineering and machine learning.
Jupyter Notebook
7
star
11

topic-modelling

Comparing the scalability and quality of topic models in Gensim and PySpark
Python
5
star
12

patent-classification

Classify international patents into one of eight categories based on the text of their titles & abstracts using DistilBert & ONNX Runtime
Python
4
star
13

fine-grained-sentiment-app-streamlit

A LIME explainer app for fine-grained sentiment classification, written using Streamlit.
Python
3
star
14

graphdb-case-studies

Case studies showing the analysis of connected data using different graph databases and their Python client libraries
Python
3
star
15

prrao87.github.io

Archived. My blog is now moved to https://github.com/thedataquarry
SCSS
3
star
16

rag-data-ops

Code for data ops when building RAG applications using LangChain and LlamaIndex
Python
2
star
17

mteb-validation

Compare different embedding models from MTEB leaderboard
Python
1
star
18

spectral-line-plots

Plot multiple lines with spectral colors to simultaneously compare similar datasets
Python
1
star