riheng Goto Github PK

ars-mcmc

Python information for Adaptive Rejection Sampling (ARS)

computational-statistics-with-python-cn

A Chinese Translation of the Resources for Duke University STA 633 杜克大学计算机统计学（Python）全部内容的中文翻译

courses

fast.ai Courses

east

This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.

faceboxes.pytorch

A PyTorch Implementation of FaceBoxes

figure-for-markdown

Make figures access from internet.

game_domineering_deeplearning

graphgist

Easy publishing with graph data included

ibp-presentation

indian-buffet-process

Python code that demonstrates how data generated from an IBP changes as you vary the process hyperparameters

indian-buffet-process-1

kaggle

Projects in Kaggle

latex

lectures

Oxford Deep NLP 2017 course

leetcode

machine-learning-reference

常见的机器学习参考资料

machine_learning_in_action

Codes to realize the machine learning algrotithms in the book <<Machien Learning In Action>>

machinelearning

一些关于机器学习的学习资料与研究介绍

machinelearning-1

Machine learning resources

mugo

Replicating AlphaGo's architecture in a readable manner

note

notes-on-dirichlet-processes

:game_die: IPython notebooks explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation

online-hdp

Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm determines the number of topics.

pyibp

NumPy implementation of infinite latent feature model (aka Indian Buffet Process or IBP)

pynpb

Non-parametric Bayesian in Python, including Indian buffet process (IBP), hierarchical Dirichlet process (HDP).

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

pytorch-model-to-tensorrt

rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

school

Some of the work I've done in my CS career so far. It gets better organized as I progressed through the major.

selfstudy-ibp

Self-study notes for Indian Buffet Process, from reading through "The Indian Buffet Process: An Introduction and Review", Griffiths, Ghahramani, 2011