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boltzmannbaby

BoltzmannBaby is a C/C++ OpenMP-4.0 RBM-based deep learning research code used to understand the underlying thermodynamic properties of deep networks in terms of Temperature, Pressure and Volume -- as well as energy density and entropy currents. It uses general binary input structures by way of binning up (mostly) arbitrary 2-d data structures. Almost any 2-d data can be used as inputs through the use of the binning mechanism. Two binning subroutines are currently available: one for time-series or spatial location data (e.g. images or f(x) style data), and another for character-based data (raw text) in which characters are represented by the y-axis of the matrix, and the spatial location in a sentence or word is represented by the x axis. The current benchmark problems use either the character/text based data, or else a noisy sinusoidal function. The learning rate is automatically adjusted using a simple AdaGrad technique. The bias neurons are updated each epoch or kept fixed depending on user preference. A number of shifted sub-samples can be used to enlarge the data set (useful in text based learning). The default setup uses a set of early childhood reading samples, fables, Kafka short stories to train layer wise each RBM. Arbitrary numbers of additional RBMs can be stacked in the chain, but the default configuration uses eight. Full documentation is in the works.

botlibre

An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.

boto3

AWS SDK for Python

bounce

Real time soft body physics for advanced character animation, in UE4

bp_spheretraceactor_ue5

TBA

bridgecommand

A Spaceship Bridge Simulator Game running on Unreal Engine 4

btutilityplugin

Utility-based behavior tree nodes - Plugin version

btutilitypluginexample

Simple example project for utility function behavior tree extension.

buoyancysystem

A system for buoyancy and boat physics in Unreal Engine 4.

bytenet

A tensorflow implementation of French-to-English machine translation using DeepMind's ByteNet .

byzanz

caffe

Caffe: a fast open framework for deep learning.

capacityofsignaltransduction

Software to generate results from "Capacity of a Simple Intercellular Signal Transduction Channel"

cara

Crawl Data Acquisition Request Application (CARA) is a Flask application which streamlines data acquisition workflows

cardinalmenu422_stem

@MBCLab UE4 Barebones CardinalMenu Without Replacement

carla

Open-source simulator for autonomous driving research.

catchmadcat

A simple game made by Unreal Engine 4 and C++. (围住神经猫)

cb-multios

DARPA Challenges Sets for Linux, Windows, and macOS

cc-example

Example Repo for Coding Challenge

celery_cache

Celery with caching and arbitrary function calls

chainpoint

Federated server for building blockchain notarized Merkle trees.

chibiwebc

An adventure in writing a small multi-threaded web server in C.

cio-images

cleverbot

Extremely simple PowerShell implementation of REST calls to cleverbot API

cleverbot-1

cleverwrap.py

A wrapper for the official http://www.cleverbot.com API.

climbing-movement-component

Climbing Movement Component for Unreal Engine.

clortex

(pre-alpha) Implementation of Jeff Hawkins' Hierarchical Temporal Memory & Cortical Learning Algorithm

closure-compiler

A JavaScript checker and optimizer.

cloth_simulation

Cloth-Visualization via particle-simulation.