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2d-barcode-reader

A Python/OpenCV-based barcode reader for 2D barcode markers

a-deep-learning-based-illegal-insider-trading-detection-and-prediction-technique-in-stock-market

Illegal insider trading of stocks is based on releasing non-public information (e.g., new product launch, quarterly financial report, acquisition or merger plan) before the information is made public. Detecting illegal insider trading is difficult due to the complex, nonlinear, and non-stationary nature of the stock market. In this work, we present an approach that detects and predicts illegal insider trading proactively from large heterogeneous sources of structured and unstructured data using a deep-learning based approach combined with discrete signal processing on the time series data. In addition, we use a tree-based approach that visualizes events and actions to aid analysts in their understanding of large amounts of unstructured data. Using existing data, we have discovered that our approach has a good success rate in detecting illegal insider trading patterns. My research paper (IEEE Big Data 2018) on this can be found here: https://arxiv.org/pdf/1807.00939.pdf

adamatting

an unofficial pytorch implementation of ICCV 2019 paper "Disentangled Image Matting"

algorithmictrading-machinelearning

Deep Learning - Neural network (RNN, LSTM & GRU)

alphagan-matting

This project is an unofficial implementation of AlphaGAN: Generative adversarial networks for natural image matting published at the BMVC 2018

autoportraitmatting

Tensorflow implementation of Automatic Portrait Matting on paper "Automatic Portrait Segmentation for Image Stylization"

barcode_qr-reader

Barcode and QR reader

closed-form-matting

Python implementation of A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2006, New York

crypto-rl

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

deep-direct-reinforcement-learning-for-financial-signal-representation-and-trading

A deep learning model for Financial Signal Representation and Trading

deep-image-matting

This is tensorflow implementation for paper "Deep Image Matting"

deep-image-matting-1

Deep Image Matting

deep-reinforcement-stock-trading

A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

dlquant

Applying Deep Learning and NLP in Quantitative Trading

dqn-trader

Trading using Deep Q Learning

gca-matting

Natural Image Matting via Guided Contextual Attention

hierarchical-image-matting-model-for-blood-vessel-segmentation-in-fundus-images

This is a python implementation of Hierarchical Image Matting Model for Segmentation.

imagematting

Simplified Deep Image Matting training code with keras on tensorflow

learningbasedsamplingmatting

A reimplementation of the CVPR2019 paper *Learning-based Sampling for Natural Image Matting*.

portfolio-optimization-

Python RL DL

pyportfolioopt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

python-qrcode_reader

QRCode Reader application in Python

qr-code

A real-time QR Code scanning program using webcam and Python 3

raspberry-opencv-barcode

raspberry opencv barcode reader

rlquant

Applying Reinforcement Learning in Quantitative Trading

telescope-web

Flask app demonstrating an image matting nueral network

tom-net_rendering

TOM-Net: Learning Transparent Object Matting from a Single Image, CVPR 2018

trading-rl

Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019

treepoem

Barcode rendering for Python supporting QRcode, Aztec, PDF417, I25, Code128, Code39 and many more types.

webcam-barcode-reader