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luxiaolei's Projects

keras-faster-rcnn icon keras-faster-rcnn

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mlfinlab icon mlfinlab

MlFinlab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

mxnet icon mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more

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).

pyemd icon pyemd

Python implementation of Empirical Mode Decompoisition (EMD) method

pymc icon pymc

PyMC: Bayesian Stochastic Modelling in Python

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.

rl_trading icon rl_trading

An environment to high-frequency trading agents under reinforcement learning

snns icon snns

Tutorials and implementations for "Self-normalizing networks"

tda-mapper-py icon tda-mapper-py

A straightforward implementation of the mapper construction by Carlsson-Memoli-Singh. I wrote a little blog post about it at http://blog.mirkoklukas.com/

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