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concrete_nlp_tutorial

An NLP workshop about concrete solutions to real problems

conjugate_prior

Implementation of the conjugate prior table for Bayesian Statistics

conjugatepriors.jl

A Julia package to support conjugate prior distributions.

coursera-ml

Machine Learning with Coursera

csgm

Code to reproduce results from the paper: "Compressed Sensing using Generative Models".

cvpr2015

cvxpy

A Python-embedded modeling language for convex optimization problems.

cython

The most widely used Python to C compiler

d-amp_toolbox

This package contains the code to run Learned D-AMP and the DnCNN, BM3D, BM3D-SAPCA, BLS-GSM, and NLM variants of the D-AMP, D-VAMP, and D-prGAMP algorithms.

debyer

Debye's scattering equation & other analysis of atomistic models.

deep-admm-net

deep-admm-net-1

基于深度神经网络的ADMM算法研究

deep-clustering

A tensorflow implementation for Deep clustering: Discriminative embeddings for segmentation and separation

deep-learning-101

Deep Learning Tutorials

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-ttf

Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras

deep_kareoke_source_separation

deepconvsep

Deep Convolutional Neural Networks for Musical Source Separation

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

demo_conjugate

Interactively plots the convex conjugate of arbitrary functions

dirichlet-process

Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)

distributed-compressive-sensing-a-deep-learning-approach

Distributed Compressive Sensing: A Deep Learning Approach

dmm

Deep Markov Models

dp_gp_cluster

dropbox-uploader

Dropbox Uploader is a BASH script which can be used to upload, download, list or delete files from Dropbox, an online file sharing, synchronization and backup service.

elegant-scipy

1st Edition of Elegant SciPy (O'Reilly Publishers)

em-gaussian

Python code for Expectation-Maximization estimate of Gaussian mixture model

emcee

The Python ensemble sampling toolkit for affine-invariant MCMC