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amitmse's Projects

2015 icon 2015

Public material for CS109

aj_ml_library icon aj_ml_library

This library is a wrapper for sklearn and works with data stored using Pandas module.

analytics_vidhya icon analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

cnn-from-scratch icon cnn-from-scratch

A Convolutional Neural Network implemented from scratch (using only numpy) in Python.

codility icon codility

Solutions to exercises and tests at http://codility.com/

decisiontrees icon decisiontrees

Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

dtree_bias_var icon dtree_bias_var

Plot bias, variance and overall accuracy for a boosted ID3 decision tree on the SPECT Heart dataset.

feature-selector icon feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

featuretools icon featuretools

An open source python framework for automated feature engineering

ibpy icon ibpy

Python API for the Interactive Brokers on-line trading system.

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

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