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admm

Hadoop Implementation of the ADMM algorithm

amazon_forest_computer_vision

Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

bmprinciples

A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or laws in the future

chatbot-dataset

code-for-paper

coursera-scala

This repository contains the code for the Functional Programming Principles in Scala course by Coursera given by Martin Odersky, creator of Scala. It however contains some other ideas of my own, so it can't be considered a true repository of that course.

cs228

Programming assignments for the class

cs228t.2012

The programming assignments from CS228T offered in Spring 2012 at Stanford

curator

ZooKeeper client wrapper and rich ZooKeeper framework

data-mining-with-r

dblp-parser

Parses the dblp database to calculate your Knuth number

dirichlet-process

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

factorie

FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

kaggle_ndsb2

3rd place solution for the second kaggle national datascience bowl

ldagibbssampling

yangliuy's implementation for Gibbs Sampling of LDA

menagerie

ZooKeeper-based Java Concurrency Libraries

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

mlbook_source

Machine Learning: An Algorithmic Perspective - Python sources that came with the book

mlf

大数据机器学习框架

neighborrank

A comparison of K-NN graph versus term-based indexed searching.

obs-tower2

My solution to the Unity Obstacle Tower Challenge

pli-toolbox

A MATLAB Toolbox for Probabilistic Learning and Inference

projet4

pyfm

Factorization machines in python

pytorch-a3c-mujoco

Implement A3C for Mujoco gym envs

pytorchtext

[知乎看山杯](https://biendata.com/competition/zhihu/final-leaderboard/) init队解决方案

rl-cc

Web-based Reinforcement Learning Control Center

scala-dist

Additional code relevant to creating a scala distribution.

scala-labs

A collection of hands-on programming exercises aimed at teaching you to program in Scala