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Prashanth Rao's Projects

microbiome-tools icon microbiome-tools

For tool creators to share their inventions that analyze, visualize, and make meaning of microbiome data.

neo4j-python-fastapi icon neo4j-python-fastapi

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

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

patent-classification icon patent-classification

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

pytorch-openai-transformer-lm icon pytorch-openai-transformer-lm

A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

pytorch-transformers icon pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

rag-data-ops icon rag-data-ops

Code for data ops when building RAG applications using LangChain and LlamaIndex

rustworkx icon rustworkx

A high performance Python graph library implemented in Rust.

spacy-nlp icon spacy-nlp

Natural Language Processing experiments using the spaCy library

spectral-line-plots icon spectral-line-plots

Plot multiple lines with spectral colors to simultaneously compare similar datasets

sqlmodel icon sqlmodel

SQL databases in Python, designed for simplicity, compatibility, and robustness.

thinkbayes2 icon thinkbayes2

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

topic-modelling icon topic-modelling

Comparing the scalability and quality of topic models in Gensim and PySpark

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