bamana's repositories
doc_question_answering_using_RAG
document question answering using transformer based model like LLM using RAG
anomaly_detection
anomaly detection on temporal data.
Intelligent-Document-Processing
Intelligent Document Processing(IDP) which involves auditing of invoice/receipt document
intrusion_detection
intrusion detection model
jwellery_marketing_campign_using_llm
Jwellery Shopping Assistant using LLM for Marketing Campign Purpose
Agentic_Folw_LLM
Experimentation of GenerativeAI use cases using Agentic Flow & LLM
awesome-document-similarity
A curated list of resources on document similarity measures (papers, tutorials, code, ...)
categorical-encoding
A library of sklearn compatible categorical variable encoders
EffectivePyTorch
PyTorch tutorials and best practices.
entity_based_sentiment_analysis
given unstructured discussion data, get main entity of discussion. and find sentiments of those entity.
Gather-Tensorflow-Serving
Gathers how to deploy tensorflow models using nginx, hadoop, kafka, flask, gunicorn, socketio, docker swarm, luigi spotify, airflow, celery and so much more!
multi_intent
given a single text, find intents from that. it can be n-number of intents.
nlp-in-python-tutorial
comparing stand up comedians using natural language processing
NLP-Models-Tensorflow
Gathers machine learning and Tensorflow deep learning models for NLP problems
nlp-recipes
Natural Language Processing Best Practices & Examples
python-patterns
A collection of design patterns/idioms in Python
sentiment-analysis-practice
objective is better sentiment analysis with small dataset while doing domain adaptation.
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition