Pinned Repositories
18-330-MIT
18.330 Introduction to Numerical Analysis
18-335-MIT
18.335 - Introduction to Numerical Methods course
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
Bayes_Computing_Course
bayesian-model-evaluation
Presented at Scipy Conference 2019
Bayesian-Modelling-Computation
Book Repo by Osvaldo Martin et al
bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
BayesMadeSimple
Code for a tutorial on Bayesian Statistics by Allen Downey.
Bios8366
Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics
cs231n.github.io
Public facing notes page
vinayvamshirr's Repositories
vinayvamshirr/18-330-MIT
18.330 Introduction to Numerical Analysis
vinayvamshirr/18-335-MIT
18.335 - Introduction to Numerical Methods course
vinayvamshirr/awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
vinayvamshirr/Bayes_Computing_Course
vinayvamshirr/bayesian-model-evaluation
Presented at Scipy Conference 2019
vinayvamshirr/Bayesian-Modelling-Computation
Book Repo by Osvaldo Martin et al
vinayvamshirr/bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
vinayvamshirr/BayesMadeSimple
Code for a tutorial on Bayesian Statistics by Allen Downey.
vinayvamshirr/Bios8366
Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics
vinayvamshirr/cs231n.github.io
Public facing notes page
vinayvamshirr/cvx_short_course
Materials for a short course on convex optimization.
vinayvamshirr/Data-Science-45min-Intros
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
vinayvamshirr/databook_python
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
vinayvamshirr/ECH60
Numerical Methods using Python
vinayvamshirr/fast-ai-numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
vinayvamshirr/LearnDataScience
Open Content for self-directed learning in data science
vinayvamshirr/mcmc_pydata_london_2019
PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3
vinayvamshirr/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 ;)
vinayvamshirr/probabilisticprogrammingprimer
vinayvamshirr/pymc-resources
PyMC3 educational resources
vinayvamshirr/Quantcon-python
Notebooks for https://python.quantecon.org
vinayvamshirr/quantEcon-python-advanced
Notebooks that support https://python-advanced.quantecon.org
vinayvamshirr/quantecon-python-programming
Notebooks for https://python-programming.quantecon.org
vinayvamshirr/r-blogs-examples
Reproducible examples from different R blogs
vinayvamshirr/rethinking-numpyro
Statistical Rethinking (2nd ed.) with NumPyro
vinayvamshirr/scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
vinayvamshirr/Stat-I
UPSC Statistics optional paper1
vinayvamshirr/Stat-II
UPSC Statistics optional Paper 2 Questions
vinayvamshirr/ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.