amitmse Goto Github PK

2015

Public material for CS109

aj_ml_library

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

analytics_vidhya

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

automated-manual-comparison

Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

boosting

Python code for the post on boosting.

cheatsheets

Official Matplotlib cheat sheets

chrisstrelioffws-sandbox

Files for my blog at http://chrisstrelioff.ws/sandbox/ -- please take a look.

cnn-from-scratch

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

codility

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

coursera-hse-machine-learning

My source code and solutions for the machine learning course on Coursera

coursera-machine-learning

source from exercises in Coursera.

data-science--cheat-sheet

Cheat Sheets

datasciencepython

common data analysis and machine learning tasks using python

decisiontrees

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

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

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

feature-selector

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

featuretools

An open source python framework for automated feature engineering

golearn

Machine Learning for Go

google-maps-services-python

Python client library for Google Maps API Web Services

govtrack.us-web

The Django source code for the GovTrack.us website.

harry-potter-invisible-cloak

ibpy

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

ibridgepy_main_repo

imbalanced-learn

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

in_python_

Hands on Machine Learning with PYTHON

in_sas_

in_vba

intro2deeplearning

Introduction to Deep Learning