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numnum

Multi-digit prediction from Google Street's images using deep CNN with TensorFlow, OpenCV and Python.

nyc-data-science-projects

object_detection_ocr

Pretrained deep learning features for Documents trained on OCR results with Object Detection frameworks

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).

phocnet

pythonml

Artificial neural network classes and tools in Python and TensorFlow.

pytrader

cryptocurrency trading robot

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

retrieval-2016-deepvision

Faster R-CNN features for Instance Search

returnn-experiments

experiments with RETURNN

rgan

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

rl_markets

Market Making via Reinforcement Learning

roi-pooling

sample-market-maker

Sample BitMEX Market Making Bot

seq2seq-attention-model

An implementation for attention model in Keras for sequence to sequence model.

seq2seq-signal-prediction

Signal prediction with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

sgx-full-orderbook-tick-data-trading-strategy

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

ssd_keras

Port of Single Shot MultiBox Detector to Keras

ssd_keras-1

A Keras port of Single Shot MultiBox Detector

stellar-market-maker

supervisely-tutorials

🌈 Tutorials for Supervise.ly

synthtext

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow_examples

text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

text-rcnn

faster / mask rcnn with text detection and transcription

textboxes_plusplus

TextBoxes++: A Single-Shot Oriented Scene Text Detector

textrecognitiondatagenerator

A synthetic data generator for text recognition

tf_deformable_net

Deformable convolution net on Tensorflow

tick

Module for statistical learning, with a particular emphasis on time-dependent modelling