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bch

Simple python implementation of binary BCH error-correcting code

construct-long-length-block-and-convolutional-met-qc-ldpc-

construction high perfomance long length, low error floor block Multi-edge Type (MET) QC-LDPC codes and Tail-Biting convolutional MET QC-LDPC Codes (MET QC-LDPCC codes)

deeprm

Resource Management with Deep Reinforcement Learning (HotNets '16)

density-evolution-awgn

Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance Evolution

epmgp

expectation propagation for multivariate gaussian probabilities

isrsgnmodel

just_dockerfile

all the dockerfiles I use for building container

kaggle_competitions

this is where I put my Kaggle codes

ldbp

Physics-Based Deep Learning for Fiber-Optic Communication Systems

ldpc

Exact BP decoder. EG, PG, PEG-ACE, 80211n, 80216e LDPC codes. Many modulation schemes.

ldpc_tools

elementary LDPC codes, density evolution and exit analysis

lut_ldpc

LUT LDPC is a collection of software tools to design and test LDPC decoders based on discrete message passing decoding using lookup tables

netbench

Packet simulator for data center network topologies, routing, and congestion control

opt_comms

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

protograph_exit_chart

Simple implementation (polynomial approx.) of Protograph EXIT-chart (PEXIT) for estimation of iterative decoding threshold of LDPC codes using Mutual Information

python_blockchain_app

A fully functional blockchain application implemented in Python from scratch (with tutorial).

quantitative_trading

quantitative trading tutorials collection

reinforcement-learning

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

sequential-rnn-decoder

Sequential RNN Decoder Code for 'Communication Algorithms via Deep Learning' ICLR paper

solarized-matlab

Solarized for MATLAB

turbosiso

Automatically exported from code.google.com/p/turbosiso