Moomal Qureshi's repositories
your-first-kaggle-submission
How to perform an exploratory data analysis on the Kaggle Titanic dataset and make a submission to the leaderboard.
siml
Machine Learning algorithms implemented from scratch
machine_learning_examples
A collection of machine learning examples and tutorials.
Linear-Programming-With-Python
Solving Linear Programming problems using Simplex Method with linprog from scipy.optimize, NumPy and PuLP libraries on Python.
Load-monitoring
a test ground for NILM
Notebook-Of-Things-I-Do-Not-Know-About
Notebook relating to Machine Learning/Data Science and potentially various other topics.
learn_math_fast
This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
Learn_Machine_Learning_in_3_Months
This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube
Deep-Learning-in-Python
Hands-on, practical knowledge of how to use neural networks and deep learning with Keras 2.0
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
nilmtk
Non-Intrusive Load Monitoring Toolkit (nilmtk)
AC_Waveform_Meter
Arduino-based Open-source AC Waveform meter in a shield form factor for the Raspberry Pi 3. This low-cost AC power meter is designed to continuously measure voltage and current waveforms at up to 14 kHz.
ml-capstone
Energy Disaggregation with Machine Learning
neuralnilm
Deep Neural Networks Applied to Energy Disaggregation
integer-programming-with-python
Introduction to Linear and Integer Programming Book
LatentBayesianMelding
Latent Bayesian melding for non-intrusive load monitoring (energy disaggregation)
varbolt
Recurrent Bernoulli VAE for Learning in FHMMs
bit-of-data-science-and-scikit-learn
Youtube tutorial associated content
lyx-princeton-diss
LyX Template for Princeton Dissertation
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 ;)
nilm-eval
NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms
ukdale_plots
Plots (using NILMTK) for my UK-DALE dataset paper
PhDThesisLyX
A LyX PhD thesis template for Cambridge University Engineering Department
audio-analysis
Audio Analysis with Python and the Fourier Transform