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ben's Projects

ldps icon ldps

Learning DTW-Preserving Shapelets

lean icon lean

Lean Algorithmic Trading Engine by QuantConnect (C#, Python, F#)

mesa icon mesa

Mesa is a agent-based modeling framework in Python

metacar icon metacar

A reinforcement learning environment for self-driving cars in the browser.

overcoming-exploration-from-demos icon overcoming-exploration-from-demos

Implementation on the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI

pgm-oil icon pgm-oil

We propose using Probabilistic Graphical Models such as Bayesian Networks and Hidden Markov Models to construct a global-macro trading strategy of the Crude Oil Markets.

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

pix2pix-tensorflow icon pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

potato icon potato

Potato, a Pythonic Algorithmic Trading Framework

practical-1 icon practical-1

Oxford Deep NLP 2017 course - Practical 1: word2vec

practical-2 icon practical-2

Oxford Deep NLP 2017 course - Practical 2: Text Classification

pyprobml icon pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

pyts icon pyts

A Python package for time series transformation and classification

quantaxis icon quantaxis

QUANTAXIS 量化金融框架 Quantitative Financial Framework 中小型策略团队解决方案

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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