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craftsliu's Projects

nolearn icon nolearn

Abstractions around neural net libraries, most notably Lasagne.

open_nsfw icon open_nsfw

code for running Model and code for Not Suitable for Work (NSFW) classification using deep neural network Caffe models

open_spiel icon open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

opendl icon opendl

The Deep Learning training framework on Spark

osmdeepod icon osmdeepod

OSMDeepOD - OSM and Deep Learning based Object Detection from Aerial Imagery (formerly known as "OSM-Crosswalk-Detection")

papers-we-love icon papers-we-love

Papers from the computer science community to read and discuss.

production-level-deep-learning icon production-level-deep-learning

This repo attempts to serve as a guideline for building practical production-level deep learning systems to be deployed in real world applications.

protobuf icon protobuf

Protocol Buffers - Google's data interchange format

pynetbuilder icon pynetbuilder

pyNetBuilder is a modular pytonic interface with builtin modules for generating popular caffe prototxt network file definitions.

python-viz-intro icon python-viz-intro

Introduction to data visualization in Python, including plotting data from NetCDF files. Originally created for a Short Course in Data Assimilation and Visualization at the University of Reading, September 2014.

scalable_agent icon scalable_agent

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

senet icon senet

Squeeze-and-Excitation Networks

spark icon spark

Lightning-fast cluster computing in Java, Scala and Python.

sstd icon sstd

🔥 Single Shot Text Detector with Regional Attention

stanford-ctc icon stanford-ctc

Neural net code for lexicon-free speech recognition with connectionist temporal classification

synthtext icon 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.

tapl-scala icon tapl-scala

Porting code of "Types and Programming Languages" book in Scala

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorforce icon tensorforce

TensorForce: A TensorFlow library for applied reinforcement learning

tesseract icon tesseract

Tesseract Open Source OCR Engine (main repository)

theano icon theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

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