Ashton-Sidhu
Data Scientist/ML Engineer, Masters of Engineering, BASc. Industrial Engineer, CSC Certified.
@sidhulabs Toronto, ON
Pinned Repositories
aethos
Automated Data Science and Machine Learning library to optimize workflow.
ForexAssistant
Forex Trading Assistant, Prediction Algorithm
InteriorPointMethod
Interior Point Method Optimisation Algorithm
Pandas-Bokeh
Bokeh Plotting Backend for Pandas and GeoPandas
plotly-graph
Create interactive network graph visualizations.
PortfolioOptimizationModels
Portfolio Optimization models tested for the years 2015-2016. Such models include: Mean Variance Portfolio, Sharpe Ratio, Robust Optimization, Equal Risk Contribution
prefect-home-automation
Prefect jobs for home automation
sysmon-extract
Extract logs based off events from sysmon. Comes as a package, cli and ui.
toot
Twitter like filter built with Streamlit
interpret
Fit interpretable models. Explain blackbox machine learning.
Ashton-Sidhu's Repositories
Ashton-Sidhu/aethos
Automated Data Science and Machine Learning library to optimize workflow.
Ashton-Sidhu/plotly-graph
Create interactive network graph visualizations.
Ashton-Sidhu/toot
Twitter like filter built with Streamlit
Ashton-Sidhu/prefect-home-automation
Prefect jobs for home automation
Ashton-Sidhu/sysmon-extract
Extract logs based off events from sysmon. Comes as a package, cli and ui.
Ashton-Sidhu/LearningPlan
Becoming 1% better at Data Science everyday
Ashton-Sidhu/Pandas-Bokeh
Bokeh Plotting Backend for Pandas and GeoPandas
Ashton-Sidhu/Ashton-Sidhu
Ashton-Sidhu/autoDocstring
vscode extension that generates docstrings for python files
Ashton-Sidhu/blog
Ashton-Sidhu/cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Ashton-Sidhu/docker-images
My docker images
Ashton-Sidhu/dotfiles
My dotfiles
Ashton-Sidhu/ebooks
Ashton-Sidhu/eland
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
Ashton-Sidhu/fastpages
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
Ashton-Sidhu/gitfolio
:octocat: personal website + blog for every github user
Ashton-Sidhu/graph-net
Create a real time streaming graph of your network
Ashton-Sidhu/interpret
Fit interpretable models. Explain blackbox machine learning.
Ashton-Sidhu/jetbrains-license-2020
JetBrains license servers 2020-2021 IntelliJ WebStorm PyCharm PhpStorm 05 May 2020 works; yo ho ho from Ukraine!
Ashton-Sidhu/microsoft-office-macro-clustering
Ashton-Sidhu/mltutorial
Intro to ml tutorial
Ashton-Sidhu/nteract
📘 The interactive computing suite for you! ✨
Ashton-Sidhu/Ombi
Want a Movie or TV Show on Plex or Emby? Use Ombi!
Ashton-Sidhu/osquery_tables_graph
Repository containing Jupyter Notebooks for working with OSQuery tables and data
Ashton-Sidhu/pandas-summary
An extension to pandas dataframes describe function.
Ashton-Sidhu/spark-guide
Azure Spark Guide
Ashton-Sidhu/sqla_tutorial
Introduction to SQLAlchemy 2020
Ashton-Sidhu/webscraper
An autonomous webscraping tool that uses ML to scrape text from any website.
Ashton-Sidhu/youtube-dl-gui
A cross-platform GUI for youtube-dl made in Electron and node.js