Xin0910

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-Learning-Collection

GDKL

Code that accompanies the paper Guided Deep Kernel Learning

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

stbl

MATLAB library for working with alpha stable distributions

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

deep-optimal-stopping

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

cartpole

OpenAI's cartpole env solver.

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

LeetCode

This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

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

Deep-Optimal-Stopping

RotationForest

A python implementation of the Rotation Forest algorithm per https://arxiv.org/abs/1809.06705.

zipline

Zipline, a Pythonic Algorithmic Trading Library