Nitin Bhushan's repositories
sequence-modelling
Quasi Deterministic extension to the hidden Markov model for time-series and sequence modelling.
SlimDashboard
Web application to visualise and analyse high frequency (~1s) sensor data.
banijay-streamlit-app
app to engage stakeholders
causal-discovery
Causal discovery methods: simulation study and empirical applications
causalgraphicalmodels
Causal Graphical Models in Python
data-science-slidedecks
Slide decks illustrating various topics in data science and AI without complex jargon and unnecessary math
generalised-additive-models
Generalised additive models (think deep learning, but interpretable)
python-poetry-CI-template
template repo to build python projects
AutoEq
Automatic headphone equalization from frequency responses
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
CD4ML-Scenarios
Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops
CloudComparer
Compare the various managed cloud services offered by the major public cloud providers in the market.
forecasting
Time Series Forecasting Best Practices & Examples
Gaussian-Graphical-Models
An introduction to graphical models in psychometrics.
jekyll-ideal-image-slider-include
Add image sliders to Jekyll with Ideal Image Slider. HTML include version. Github Pages compatible. (This repository is archived. Issues are disabled. Pull requests will be ignored.)
M6-methods
Data, Benchmarks, and methods submitted to the M6 forecasting competition
ml-app-template
An ML project template with sensible defaults
nbhushan-cv
Overleaf CV template
nbhushan.github.io
A content-first, sliding sidebar theme for Jekyll. [forked]
openai-quickstart-python
Python example app from the OpenAI API quickstart tutorial
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 ;)
pytudes
Python programs, usually short, of considerable difficulty, to perfect particular skills.
scikit-learn
scikit-learn: machine learning in Python (glemaitre features)
WhatTheHack
A collection of challenge based hack-a-thons including student guide, coach guide, lecture presentations, sample/instructional code and templates. Please visit the What The Hack website at: https://aka.ms/wth
WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
whisper
Robust Speech Recognition via Large-Scale Weak Supervision