Pinned Repositories
ai-nlp-named-entity-recognition
With the help of LangChain, this project aims to demonstrate how we can use the power of LLMs like ChatGPT to perform classic NLP tasks like named-entity-recognition.
ai-nlp-sentiment-analysis
This project aims to demonstrate how we can use the power of LLMs like ChatGPT to perform classic NLP tasks like sentiment analysis.
avoid-failure
Sentiment analysis on quotes displayed on Codeup's alumni hiring portal.
jd-summarizer
Playing with LangChain and Streamlit.
knowledge-graph-rag
A beginner’s tutorial for automated knowledge graph construction and RAG implementation using OpenAI's ChatGPT and Neo4j.
langchain-textract-bedrock
How to Use Amazon Textract, Amazon Bedrock, and LangChain to Process Documents Natural language processing on steroids.
linear-logistic-regression
Using the machine learning techniques of linear regression and logistic regression to build predictive models using game-level data from baseball.
networkx-quick-start
From DataFrame to Network Graph
resume-chatbot-local-llm
Playing with RAG using Ollama, Langchain, and Streamlit. This project aims to demonstrate how a recruiter or HR personnel can benefit from a chatbot that answers questions regarding candidates.
structured-kg-rag
Building a knowledge graph-powered RAG from structured data.
ecdedios's Repositories
ecdedios/networkx-quick-start
From DataFrame to Network Graph
ecdedios/pdf-to-excel
Extract data from a PDF and write it to an Excel file.
ecdedios/gsdmm-short-text-topic-modeling
Topic modeling implementation of GSDMM for short text.
ecdedios/read-multicolumn-pdf-pymupdf
How to read a multi-column PDF document using PyMuPDF in Python.
ecdedios/aws-textract-test-invoice
ecdedios/code-snippets-archived
My favorite code snippets.
ecdedios/exploring-trankit
Exploration of trankit, "A Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing"
ecdedios/gsdmm-topic-modeling
An alternative to vanilla LDA.
ecdedios/into-heart-of-darkness
Exploring the Trump Twitter Archive with Python.
ecdedios/knowledge-graphs
Playing around with knowledge graphs for natural language processing.
ecdedios/ngram-quick-start
From DataFrame to N-grams
ecdedios/pdf-to-png
Convert PDFs to PNGs
ecdedios/streets-to-zips
Get zip codes from street addresses.
ecdedios/unsupervised-k-means-clustering
Demonstration of unsupervised machine learning using K-means clustering on online retail data.
ecdedios/kiva-loans-nlp
Running NLP engine on the Kiva loans dataset to extract n-grams, named-entities, and topics.
ecdedios/aws-textract-test-a2i-1
test
ecdedios/data-science-projects
ecdedios/ddfloww-data-science-projects
Home for my PERSONAL Data Science projects.
ecdedios/dds-class-roster
C++ project for C867
ecdedios/flip-table
ecdedios/instacart-2018
Experiments with the instacart dataset released in 2018.
ecdedios/mba-uci
Market basket analysis of the UCI dataset
ecdedios/named-entity-recognition-quick-start
From DataFrame to Named-Entities
ecdedios/networkx-ner-quick-start
Populating a Network Graph with Named-Entities using Networkx and SpaCy.
ecdedios/nlp-engine-jupyter
A local implementation of NLP Engine phase one.
ecdedios/powershell-profile
Dd's Powershell main profile.
ecdedios/remember-the-milk-smart-list-queries
Snippets of queries I used to setup my Remember the Milk system to mimic Paul Allen's GTD thinghy.
ecdedios/tag-mock-data-generator
Just a little ditty to generate multi level tag mock data.
ecdedios/testy-dirty-mac-pants
ecdedios/ultimate-sandbox
Dd's sandbox.