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ameshousing-project

"Does adding an air-cooling unit increase the sale price of the house?" [Currently hypothesis testing.] It started of as a mere sale-price prediction model to learn linear regression, but the dataset has many features, providing room to gain more insights about the housing market. In this project, I am curious to identify best ways to increase sale price.

bardvjarecommendationsystem

Bardvja recommendation system reads a given folder of PDF files (peer-reviewed paper, reports, drafts etc) and recommends open source papers in the ArXiv that has similar topics or techniques. This project was created with the objective of identifying parallel research in different fields that may have used similar concepts, tools, or techniques.

clientproject_newlightstechnologies

Mapping post-disaster damage is critical for various reasons. For insurance purposes, economic estimations, relief work, infrastructure description etc. In this project, we were interested in determining the local damages and kind of relief a particular area might need, using tweets originating from each place.

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

eda_sat

An initial project involving largely data analytics using Pandas. Before machine learning skills were acquired. Currently exploring new possibilities using ML and predictive modeling.

google-maps-services-python

Python client library for Google Maps API Web Services

kannada_mnist

Currently working on a NN project based of a Kaggle open challenge dataset of handwritten digits in the Southern Indian Dravidian language Kannada. Coming soon ...

lexvec

This is an implementation of the LexVec word embedding model (similar to word2vec and GloVe) that achieves state of the art results in multiple NLP tasks

nlp_kaggle_challenge

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

quotesbot

This is a sample Scrapy project for educational purposes

redditpostclassifier

One of the early NLP projects aimed at web-scraping and text classification.

ukm5.github.io

A quicker, cleaner way to get started blogging with Hydejack.

wordninja

Probabilistically split concatenated words using NLP based on English Wikipedia unigram frequencies.