quliuwuyihmy

Radar-HRRP-dl

Radar HRRP classfication deep learning

hmm_speech_recognition_demo

A demo for simple isolated Chinese speech word recognition using GMMHMM in Python

Learning_Identification_Internode_Dynamics

Development of a Bayesian learning framework for HSMM characterization of the wireless RF observations, with occupancy periods and each individual RF device being classified as distinct states in the HSMM.

awesome-algorithm

Leetcode 题解 (跟随思路一步一步撸出代码) 及经典算法实现

BayesHMM

Full Bayesian Inference for Hidden Markov Models

Build-CNN-or-LSTM-or-CNNLSTM-with-speech-features

A set of scripts that extract speech features (so far MFCCs, FBANKs, STFT, and kinda dominant frequency) and trains CNN, LSTM, or CNN+LSTM models with those features.

DBN_tensorflow

Image classification of DBN based on tensorflow

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

dl-4-tsc

Deep Learning for Time Series Classification

dl-engineer-guidebook

深度学习工程师生存指南

ebooks

喵爷的个人书单，回家了要好好看书

HRRP_Recognize

keras-temporal-autoencoder

Keras framework for autocovariance-based dimensionality reduction of time series data with deep neural networks.

machineLearning

机器学习

MLSTM-FCN

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

paysage

Unsupervised learning and generative models in python/pytorch.

phd_thesis_markdown

Template for writing a PhD thesis in Markdown

pyro

Deep universal probabilistic programming with Python and PyTorch

RBM-1

Initial commit

Restricted-Boltzmann-Machine-Model-for-sequence-data-applications

Multi-type RBM (Continuous RBM, Gaussian-Bernoulli RBM and Bernoulli-Bernoulli RBM) for sequence data modeling, specificial include continuous RBM and flexible partially surpervised training method(Bengio et al.,2007). This model is adapt to the applications such as financial, atmosphere, geography sequence et al.

SpeechEnhancement

ssm

Bayesian learning and inference for state space models

stackedautoencoders

Pattern Recognition II Project, University of Salzburg

Summer-Research

Financial Modeling and Forecasting using Deep Learning

syllable-recognition-solfege

Syllable (Do, Re, Mi, Fa, ...) recognition for solfege

Tensorflow-Deep-Neural-Networks

用Tensorflow实现的深度神经网络

Tensorflow-implementation-of-DBN-including-GBRBM-BBRBM-

The application of RBM using tensorflow. Including DBN and mult-type RBM (GBRBM, BBRBM)

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

Tradition_DBN