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ba_machine_learning_2019

Bachelor Thesis 2019, Stock market prediction using deep LSTM networks (Vorhersage von Aktienkursen mittels tiefen LSTM-Netzwerken), Joel Erzinger und Silvio Jäger, NTB - University of Applied Sciences Buchs

band-subset-based-clustering-fusion-for-hyperspectral-imagery-classification

It is the code for paper "Yong-Qiang Zhao ; Lei Zhang ; Seong G. Kong. Band Subset Based Clustering Fusion for Hyperspectral Imagery Classification, IEEE Transactions on Geoscience and Remote Sensing ( Volume: 49, Issue: 2, Feb. 2011 )"

basecalibration

Liao Wu, Hongliang Ren. Finding the kinematic base frame of a robot by hand-eye calibration using 3D position data. IEEE Transactions on Automation Science and Engineering. 2017, 14(1): 314-324.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bayesbinn

Code for the paper "Training Binary Neural Networks with Bayesian Learning Rule

bayesian-sparse-deep-learning

Code for An Adaptive Empirical Bayesian Method for Sparse Deep Learning, NeurIPS, 2019

bayesianrenewablesgan

Research code for Bayesian Renewables Scenario Generation via Deep Generative Networks

bbcpop_dev

BBCPOP: A Sparse Doubly Nonnegative Relaxation of Polynomial Optimization Problems with Binary, Box and Complementarity Constraints

bcdigeometry-part2-reconstructioncode

Code to achieve the geometry-aware phase retrieval described in the paper "General approaches for shear-correcting coordinate transformations in Bragg coherent diffraction imaging: Part 2". Includes Matlab code for the geometry-aware 3D FFT and backprojection-based reconstruction.

beamdiscoverypublic

This repository contains simulation codes for the paper "Source Coding Based Millimeter-Wave Channel Estimation with Deep Learning Based Decoding"

beamformingnoma

Simulation code for "Fast adaptive minorization-maximization procedure for beamforming design of downlink NOMA systems," by O. Lyons, M. F. Hanif, M. Juntti, L.-N. Tran, IEEE Trans. Veh. Technol., vol. 69, no. 7, pp. 8023-8027, Jul. 2020.

beampatterndesign

Optimal Beam Pattern Design for Hybrid Beamforming in Millimeter Wave Communications

beamspace_tensor_esprit_for_multidimensional_hr

behance_release

PyTorch code for Expressive 2019 ``Learning from Multi-domain Artistic Images for Arbitrary Style Transfer''

bert-ext-abs-rl-summarization

Abstractive Summarization: BERT + Reinforcement Learning

bf-design-with-dl

This is the simulation code for the paper "Beamforming Design for Large-Scale Antenna Arrays Using Deep Learning". Deep learning for 5G communication. Deep learning for beamforming. Beamforming design with deep learning.

bfgs-pso

W. Xiong and H. C. So, "Outlier-Robust Passive Elliptic Target Localization," in IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2023.3270929.

bg-gpr-spinnaker

The Basal Ganglia model inspired by the GPR model, designed to run on the SpiNNaker machine. The work is then compared with a similar model on SpineCreator, available on Github. The work is published in the IEEE transactions on Cognitive and Developmental Systems.

bgsuperpixels

Yuanfeng Zhou, Xiao Pan, Wenping Wang, Yilong Yin, Caiming Zhang, "Superpixels by Bilateral Geodesic Distance", IEEE Transactions on Circuits and Systems for Video Technology, 27(11): 2281-2293 (2017).

bi-directional-channel-reciprocity

Python code and related materials for DualNet and U2D network.

bilinearopt

bimef

Code and data for the research paper "A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement" (Submitted to IEEE Transactions on Cybernetics)

binary-classification-using-qcqp-particle-swarm-optimization

Optimization project for M.Sc. Graduate seminar using Python and MATLAB. Improved the run time of an existing algorithm from a research paper

bity

(ICFEM2017 / IEEE Transactions on Reliability) Learning Type for Binary / Type Learning for Binaries and its Applications

black-box-optimization-algorithms-to-solve-problems-in-reinforcement-learning-ga-fchc-cem-

Solved Cartpole and Gridworld using BBO techniques of Genetic Algorithm, First Choice Hill Climbing, and Cross Entropy Method in Reinforcement Learning

blackjackgame

INST630 Group Project

blasfeo

Basic linear algebra subroutines for embedded optimization

blazingsaddles

Material for the course "Iterative Methods For Large-Scale Saddle-Point Problems"

blind-channel-estimation-for-dco-ofdm-based-vehicular-visible-light-communication

Blind CE for V2LC

blind-image-deconvolution-using-deep-generative-priors

Paper implemention of paper "Blind Image Deconvolution using Deep Generative Priors"