holly2723's starred repositories
scikit-learn-mooc
Machine learning in Python with scikit-learn MOOC
RADAR_Project
Implementing 2D-FFT on a mixed signal, then applying CFAR Algorithm on the resultant signal.
SFND_Radar_Detection
Generating a FMCW waveform and implementing 2D-CFAR to filter a Range Doppler Response map
SignalGraph
Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool for various tasks.
RNN_MATLAB
this is a matlab toolbox of deep learning about sequences learning, object-oriented,including rnn, lstm and encoder decoder(sequences to sequences) etc.GPU version is available
LSTM-MATLAB
LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB, which is meant to be succinct, illustrative and for research purpose only. It is accompanied with a paper for reference: Revisit Long Short-Term Memory: An Optimization Perspective, NIPS deep learning workshop, 2014.
AdvBayesLearnCourse
Course material for the PhD course Advanced Bayesian Learning at Linköping University
bayesian-reasoning-machine-learning
Code and notes for "Bayesian Reasoning and Machine Learning
BayesianNetworkExample
Example of Bayesian Network using BNT
bayesian2afc
Vincent, B. T. (2015) A tutorial on Bayesian models of Perception, Journal of Mathematical Psychology.
bayesian_inversion
A collection of algorithms used in Bayesian Statistics and particularly in Bayesian Inverse Problems. This repository also contains some further material, like an incomplete short review on Bayesian Inverse Problems and Slides concerning BIPs.
BayesianML-MCMC
Bayesian Model Inference using MCMC
Probabilistic-Graphical-Models
Code for Implementation, Inference, and Learning of Bayesian and Markov Networks along with some practical examples.