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lyx-princeton-diss

LyX Template for Princeton Dissertation

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

machine_learning_examples

A collection of machine learning examples and tutorials.

ml-capstone

Energy Disaggregation with Machine Learning

mlops-zoomcamp

Free MLOps course from DataTalks.Club

moomalq

neuralnilm

Deep Neural Networks Applied to Energy Disaggregation

nilm-eval

NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms

nilmtk

Non-Intrusive Load Monitoring Toolkit (nilmtk)

notebook-of-things-i-do-not-know-about

Notebook relating to Machine Learning/Data Science and potentially various other topics.

papers-literature-ml-dl-rl-ai

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

phd-dataset

This repository contains the data and code from the Eco Touch smart meter by OGGA used in my PhD thesis.

phdthesislyx

A LyX PhD thesis template for Cambridge University Engineering Department

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

pydtw

Fast Imprementation of Dynamic Time Warping For Python

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

siml

Machine Learning algorithms implemented from scratch

streamlit_freecodecamp

Build 12 Data Apps in Python with Streamlit

summer-internship

tensorflow-certification-study-guide

Material and code samples used to help study for and pass the TensorFlow Developer Certification

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

traingenerator

🧙 A web app to generate template code for machine learning

ukdale_plots

Plots (using NILMTK) for my UK-DALE dataset paper

varbolt

Recurrent Bernoulli VAE for Learning in FHMMs

visual-machine-learning-notes

Machine Learning Conference & Summer School Notes. 🦄📝🎉

your-first-kaggle-submission

How to perform an exploratory data analysis on the Kaggle Titanic dataset and make a submission to the leaderboard.