Pinned Repositories
BayesLogit
Fast, exact Bayesian inference for logistic likelihoods.
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
Deep-Portfolio-Management
Source code for the blog post on the evolution of the asset allocation methods
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18个章节,50余万字。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
DeepLearningBook
MIT Deep Learning Book in PDF format
equalitySP500
Reference code to Portfolio Selection: The Power of Equal Weight
extremeNN
a R implementation of extreme learning machine
gerber
Gerber robust statistics for portfolio optimization
gpu_smc
A GPU implementation of the particle filter with Metropolis Hastings
Quantlib
Quantlib学习研究
yinsenm's Repositories
yinsenm/DeepLearningBook
MIT Deep Learning Book in PDF format
yinsenm/ADMM
examples/code for the alternating direction method of multipliers (ADMM)
yinsenm/autograd
Efficiently computes derivatives of numpy code.
yinsenm/DAT5
General Assembly's Data Science course in Washington, DC
yinsenm/DataMiningAlgorithm
数据挖掘中经典的算法实现和详细的注释
yinsenm/elbow
Flexible Bayesian inference using TensorFlow
yinsenm/LinearResponseVariationalBayesNIPS2015
Code and text for our NIPS 2015 paper on linear response variational Bayes
yinsenm/LRVBLogitGLMM
yinsenm/MVNMixtureLRVB
yinsenm/mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more
yinsenm/neon
NErvana's pythON based Deep Learning Framework
yinsenm/neuraltalk
NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
yinsenm/nimfa
nimfa - A Python module for nonnegative matrix factorization
yinsenm/pgmult
Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation
yinsenm/protobuf
Protocol Buffers - Google's data interchange format
yinsenm/pyqt5
PyQt 5.5 from riverbank
yinsenm/r-to-armadillo
Converting base R code to Armadillo code for use with RcppArmadillo or for external programs (e.g. Matlab, Mathematica, ...)
yinsenm/Robinhood
Unofficial Documentation of Robinhood Trade's Private API
yinsenm/seqlearn
Sequence learning toolkit for Python
yinsenm/SparkADMM
Generic Implementation of Consensus ADMM over Spark
yinsenm/stat212b
Topics Course on Deep Learning UC Berkeley
yinsenm/stat545
yinsenm/Stein-Variational-Gradient-Descent
code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"
yinsenm/svae
code for Structured Variational Autoencoders
yinsenm/TensorFlow-Tutorials-for-Time-Series
TensorFlow Tutorial for Time Series Prediction
yinsenm/tikz-bayesnet
TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.
yinsenm/Unscented-Kalman-Filter
Udacity Self-Driving Car Engineer Nanodegree. Project: Unscented Kalman Filters
yinsenm/varbvs
Large-scale Bayesian variable selection for R and MATLAB.
yinsenm/VirtualInstrument
a virtual instrument which takes measurement about rotation speed and torque to calculate power
yinsenm/yinsenm.github.io