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amer_op_neural_net

Deep Neural Network Framework Based on Backward Stochastic Differential Equations for Pricing and Hedging American Options in High Dimensions: Source Code (CPU version)

cs698_course_project

Author: Yangang Chen. CS 698 Machine Learning Course Project. Reinforcement Learning.

data-science-specialization-courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data_science_specialization_projects

Author: Yangang Chen. Here are my submissions for the course projects for Data Science Specialization. To learn more about Data Science Specialization, please visit https://www.coursera.org/specializations/jhu-data-science

deep-residual-networks

Deep Residual Learning for Image Recognition

dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

distributed-tensorflow-guide

Distributed TensorFlow basics and examples of training algorithms

dlib

A toolkit for making real world machine learning and data analysis applications in C++

image-registration

A MATLAB library/toolbox providing access to image registration suitable for use with medical images.

machine_learning_library_cplusplus

Author: Yangang Chen. My Machine Learning Library in C++.

machine_learning_library_python

Author: Yangang Chen. My Machine Learning Library (in particular, my Neural Network Library) in Python. Python version: 3.5.

mlpack

mlpack: a scalable C++ machine learning library --

multigridsolver

A multigrid solver for general PDEs with periodic boundary conditions. Templated on type and dimension.

petsc

Mirror of https://bitbucket.org/petsc/petsc

programming-book-exercises

Exercise solutions for programming books.

pyamg

Algebraic Multigrid Solvers in Python

reinforcejs

Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

sample_cplusplus_scripts

Author: Yangang Chen. My sample C++ scripts.

sample_python_scripts

Author: Yangang Chen. My sample python scripts. Python version: 3.5.

scikit-learn

scikit-learn: machine learning in Python

shiny-examples

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-models

Models and examples built with TensorFlow

tensorflow-tutorials-for-time-series

TensorFlow Tutorial for Time Series Prediction

textmining

Text Mining presentation source code