X's starred repositories
SQL_for_DataScience
A set of practice and demo code of SQL for Data Science on Coursera
Example-Python-Code
Notes and Code from an Intro to Computational Math Course
Interview-Process-Coding-Questions
Interview coding questions and experiences for several companies merged into one repository
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
Gaussian-Process-Regression-Tutorial
An Intuitive Tutorial to Gaussian Processes Regression
QLearning-TicTacToe
Using QLearning to play a game of Tic-Tac-Toe against 3 types of opponents: Random, Smart, and Perfect Players
the-elements-of-statistical-learning-notebooks
Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
Coursera-Deep-Learning-Specialization
Programming assignments and lecture notes of the Deep Learning Specialization taught by Andrew Ng and offered by deeplearning.ai on Coursera.
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
Deep-Learning-Coursera-Complete
Deep Learning Specialization by Andrew Ng on Coursera - My Completed Coursework Repo - All 5 Courses
Deep-Optimal-Stopping
Pricing American style option by estimating optimal stopping time using deep learning
OptStopRandNNCpp
a simple C++ code for "Optimal Stopping via Randomized Neural Networks"
Python-Financial-Tools
Providing financial analysis tools to the Python open-source community.
Cascading-Decision-Tree
Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning
RWNN_PDE_solver
Random weighted NN based PDE solver
PiecewiseLinearRegression
Piecewise Linear Regression
piecewise-regression
piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes.
leetcode-classifier
A classifier to categorize leetcode problems
fifty-challenging-problems-in-probability
My solutions to the problems in Fifty Challenging Problems in Probability by Frederick Mosteller
pytorch-timeseries
PyTorch implementations of neural networks for timeseries classification
RotationForest
A python implementation of the Rotation Forest algorithm per https://arxiv.org/abs/1809.06705.