cynco

autoregression

Using autoregression on stocks and temperature data

awesome-spanish-nlp

Curated list of Linguistic Resources for doing NLP & CL on Spanish

DSLA-Python

DSLA-TwitterStreamer

Notebook to retrieve a stream of tweets and save to a .txt file

Global-City-Climate-Time-Series-Forecasting

Perform autoregression to predict climate change in the next decade from dataset with temperatures, and other environmental metrics from hundreds of cities worldwide.

InstacartDataManipulation_DSLA

Exploratory analysis of the Instacart grocery store purchase data

iTunes-SQL-Machine-Learning

Make an SQL database out of your iTunes music library and use python and machine learning algorithms to predict star ratings for all your songs.

Sentiment_analysis_of_2016_Election_Tweets

I perform sentiment analysis on tweets about Donald Trump and Hillary Clinton leading up to the 2016 presidential election. I also look for activity upticks corresponding to election debates and other events. I use the Twitter API and my R code to retrieve the tweets. The sentiment analysis is done using the tm (text mining) R package.

TED-plus-and-GenderListener

Dataset of all online TED talks including features from metadata, audio, transcripts, and sound-derived speaker gender labels generated using GenderListener.

Time-Series-Forecasting-on-Stocks-Data-2017

Project repository for stocks forecast and anomaly detection webApp

cynco/TED-plus-and-GenderListener

Dataset of all online TED talks including features from metadata, audio, transcripts, and sound-derived speaker gender labels generated using GenderListener.

cynco/Global-City-Climate-Time-Series-Forecasting

Perform autoregression to predict climate change in the next decade from dataset with temperatures, and other environmental metrics from hundreds of cities worldwide.

cynco/Time-Series-Forecasting-on-Stocks-Data-2017

Project repository for stocks forecast and anomaly detection webApp

cynco/DSLA-Python

cynco/DSLA-TwitterStreamer

Notebook to retrieve a stream of tweets and save to a .txt file

cynco/iTunes-SQL-Machine-Learning

Make an SQL database out of your iTunes music library and use python and machine learning algorithms to predict star ratings for all your songs.

cynco/autoregression

Using autoregression on stocks and temperature data

cynco/InstacartDataManipulation_DSLA

Exploratory analysis of the Instacart grocery store purchase data

cynco/Axtria_string_matching

cynco/BizOpsTools

Code for tools developed by the BizOps team

cynco/Characterizing_FitBit_walking_data

I clean up, munge, plot, and characterize personal movement monitoring data. This project offers examples of how to use the lubridate, plyr, and knitr R packages.

cynco/Classifying_FitBit_data_with_Random_Forest_model

I test my machine learning prowess by predicting whether entries in FitBit data correspond to walking, running, or going up stairs. The Random Forest algorithm gives almost perfect accuracy and correctly predicts the 20 test cases.

cynco/cynco.github.io

Files for my user page, which you can view at

cynco/DSLA-Course

cynco/Generate_plots_of_UCI_Machine_Learning_Repository_data

Using data from the UCI Machine Learning Repository, we create code that generates various plots of energy consumption over time.

cynco/LGBT_friend_Flask_WebApp_on_AWS

cynco/lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

cynco/Looker_Guides

Guides to get up and running with Looker!

cynco/mnist_digit_classification

Use Keras neural network model to perform digit recognition on the mnist dataset

cynco/ODSC-East2018

"Network/Graph Analysis in Python" repository of 3 hours training session held at ODSC East 2018.

cynco/PySpark-Installation

Install and try out pyspark on your local machine

cynco/pystock-data

US stock market data since 2009

cynco/restaurant_anomaly

cynco/scikit-learn

scikit-learn: machine learning in Python

cynco/SciPy_classification_of_Iris_dataset

I use SciPy to train 6 ML algorithms on the Iris dataset to predict the species of each sample based on the petal and sepal length and width. I use a test harness with 10-fold cross validation. KNN gives the best results, with 90% accuracy on the validation set.

cynco/sdk-examples

Example source code and projects for the Looker SDKs

cynco/spaCy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

cynco/Spyre_WebApp_Samples-DSLA

Several working samples of WebApps made using Spyre and Python3.

cynco/startbootstrap-sb-admin-2

A free, open source, Bootstrap admin theme created by Start Bootstrap

cynco/Trends_in_FPM_pollution_by_city

Analysis and visualization of trends over time by city in fine particulate matter pollution from the EPA's National Emissions Inventory.