Pinned Repositories
advanced-scientific-machine-learning
ME 697 - Advanced Scientific Machine Learning
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
alphageometry
APCEMM
Aircraft Plume Chemistry, Emissions, and Microphysics Model
coax
Modular framework for Reinforcement Learning in python
data-analytics-se
ME 539 - Introduction to Scientific Machine Learning
ECE595-ML2
Homework and Notes from ECE 595 Machine Learning 2 at Purdue
equinox
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
IntroMLStanford
Homework and Notes from Andrew Ng's ML course at Stanford
murakrishn's Repositories
murakrishn/ECE595-ML2
Homework and Notes from ECE 595 Machine Learning 2 at Purdue
murakrishn/IntroMLStanford
Homework and Notes from Andrew Ng's ML course at Stanford
murakrishn/advanced-scientific-machine-learning
ME 697 - Advanced Scientific Machine Learning
murakrishn/aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
murakrishn/alphageometry
murakrishn/APCEMM
Aircraft Plume Chemistry, Emissions, and Microphysics Model
murakrishn/coax
Modular framework for Reinforcement Learning in python
murakrishn/data-analytics-se
ME 539 - Introduction to Scientific Machine Learning
murakrishn/equinox
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
murakrishn/femtolisp
a lightweight, robust, scheme-like lisp implementation
murakrishn/gym
Seoul AI Gym is a toolkit for developing AI algorithms.
murakrishn/jax-bayes
Bayesian inference with Python and Jax.
murakrishn/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
murakrishn/murakrishn
murakrishn/nasa-dr
Diagnostic Reasoning in Python
murakrishn/optionlab
A Python library for evaluating option trading strategies.
murakrishn/table-query-model
Table Query with ML
murakrishn/trick
Trick Simulation Environment. Trick provides a common set of simulation capabilities and utilities to build simulations automatically.
murakrishn/uq-course
Introduction to Uncertainty Quantification
murakrishn/vanilla-policy-gradient
VPG reinforcement learning algorithm in PyTorch