Peyman Kor's starred repositories
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Bash-Oneliner
A collection of handy Bash One-Liners and terminal tricks for data processing and Linux system maintenance.
SciencePlots
Matplotlib styles for scientific plotting
stat_rethinking_2022
Statistical Rethinking course winter 2022
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions
Solutions of Reinforcement Learning, An Introduction
ML_Finance_Codes
Machine Learning in Finance: From Theory to Practice Book
awesome-quarto
A curated list of Quarto talks, tools, examples & articles! Contributions welcome!
bayesoptbook.github.io
Companion webpage for the book "Bayesian Optimization" by Roman Garnett
Reinforcement_learning_tutorial_with_demo
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
chatgpt-conversation
Have a conversation with ChatGPT using your voice, and have it talk back.
Frustration-One-Year-With-R
An extremely long review of R.
reinforcement-learning-implementation
Reinforcement Learning examples implementation and explanation
Bayesian-Optimization
Bayesian Optimization algorithms with various recent improvements
ultimate-volleyball
3D RL Volleyball environment built on Unity ML-Agents
Awesome-Deep-Hedging
A curated list of resources dedicated to Deep Hedging
XaringanTutorial
A quick tutorial on making slides using xaringan
pysamppackage
A sample package for Python to learn how to structure a package.
seqdec_powell_repo
This repo will provides the python codes for the book "SEQUENTIAL DECISION ANALYTICS AND MODELING" written by Proff. Warren B. Powell in the notebook format.
AmericanOptionPricing
Least Squares Monte Carlo and Simulated Annealing Approach
spinningup
An educational resource to help anyone learn deep reinforcement learning.