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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

airflow_project

scaffold of Apache Airflow executing Docker containers

artificialneuralnetworks_in_java

Simple Neural Networks algorithm with 2 input, 3 hidden and 1 output layers. Implemented in Java using Eclipse.

artificialneuralnetworks_in_python

Simple Neural Networks algorithm with 2 input, 3 hidden and 1 output layers. Implemented in python using Eclipse with PyDev plugin.

csv-to-datatable-converter

Out-of-core converter of csv files of any size into HTML file. HTML file that provides features for quick training data cleaning for ML. Used Python and Datatables.

csv-to-mysql-loader

Out-of-core uploader of csv files of any size into MySQL. Written in Python.

csv-to-redshift-loader

Out-of-core uploader of csv files of any size into RedShift. Written in Python.

csv-to-sqlite-loader

Out-of-core uploader of csv files of any size into Sqlite file. Written in Python.

deep-learning-tasks

My deep learning tasks with Keras, Gensim

eigentech

enrondata

gow

Unix command line utilities installer for Windows.

hidden-amazon-scraper

amazon scraper python code that scrapes product details on Amazon website using VPN (to be uploaded soon)

how-to-use-syntaxnet

Demo code to use SyntaxNet for basic paraphrasing.

mapreduceprogram_compiled_jars

mapreduceprogram_firstlettercount

MapReduce program counts initial letters of words by groups. Implemented in Java using Eclipse.

mapreduceprogram_totalwordscount

MapReduce program counts total amount of words. Implemented in Java using Eclipse.

mapreduceprogram_wordcount

MapReduce program counts amount of words by groups. Implemented in Java using Eclipse.

mapreduceprogram_wordlengthcount

MapReduce program counts the lengths of words by groups. Implemented in Java using Eclipse.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

my_functions

Different functions from different projects that might be helpful and used in the future

my_remote_js_libs

naive-bayes-using-elasticsearch

Naive Bayes implementation using ElasticSearch framework (to be uploaded soon)

niche_perfume_chatbot

An information retrieval chatbot for niche perfume recommendations

onlineshop_v1_servlets

Simple online shop using Servlets. Implemented in Java using Eclipse.

onlineshop_v2_spring

The same online shop (e.g. onlineshop_v1) using Spring framework. Implemented in Java using STS.

patternidentifier_in_python

Several programs for solving IQ tests by means of identifying certain patterns. Implemented in Python using Eclipse with PyDev plugin.

pixeling_in_python

polynomials_in_python

python-crf

Python implementation of linear-chain conditional random fields.