Varun Mathur's repositories
Text-Classification-Financial-Phrase-Bank
Built a sentiment analysis model to predict the sentiment of a Financial News article. A comparative study of different optimizers used for training was done.
Financial_Dashboard
A financial dashboard that consolidates all of a business's critical observations in one place using the information obtained from the annual 10K Filings of the companies.
Airline_Passenger_Satisfaction
Classification model to predict the satisfaction of an airline customer.
allennlp-guide
Code and material for the AllenNLP Guide
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Bike_Sharing_Demand
Predict the number of bike rentals which will be booked during a given day based on several factors like temperature,no of registered users. The count of users per hour were predicted using random forest regressor with 90% accuracy.
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Question-Answering-Squad
Built a Question Answering system for News Articles.
Satellite-Image-Classification
Image Classification model to predict the type of geographical area that is being represented in a satellite image.
Text-Summarization-News-Articles
Built a summarization model for news articles.
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
haystack-core-integrations
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards
hugo-PaperMod
A fast, clean, responsive Hugo theme.
lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
MiniGPT-4
MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models
Practical_NLP_in_PyTorch
A repository containing tutorials for practical NLP using PyTorch
scikit-learn
scikit-learn: machine learning in Python
spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.