everpeace/ml-class-assignments

Stars
427
Rank 101,680 (Top 3 %)
Language
MATLAB
License
MIT License
Created about 13 years ago
Updated over 2 years ago

everpeace/ml-class-assignments

everpeace

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Programming Exercises on http://ml-class.org

What is this?

This repo contains my solution of assignment in 2011 Stanford Machine Learning Class. If you are taking the class, fork my repo and puth different solutions in a different branch. HOWEVER, please DO NOT refer any code in my repo before the due date and NEVER post any code in my repo according to "Stanford Honer Code" below. Questions or pointing out is always welcome, please send me a mail.

Stanford Honor Code

"We strongly encourage students to form study groups, and discuss the lecture videos (including in-video questions). We also encourage you to get together with friends to watch the videos together as a group. However, the answers that you submit for the review questions should be your own work. For the programming exercises, you are welcome to discuss them with other students, discuss specific algorithms, properties of algorithms, etc.; we ask only that you not look at any source code written by a different student, nor show your solution code to other students."

License

All Solutions licensed under MIT License. See LICENSE.txt for further details.

Copyright

Copyright (c) 2011 everpeace.

Other Notable Open Source ml-class Sources

https://github.com/schneems/Octave

https://github.com/joewandy/Stanford-Machine-Learning

vagrant-mesos

Spin up your Mesos Cluster with Vagrant! (VirtualBox and AWS)

k8s-scheduler-extender-example

An example of kubernetes scheduler extender

kube-openmpi

Open MPI jobs on Kubernetes

cookbook-mesos

Cookbook for Mesos (http://mesos.apache.org/).

concourse-gitlab-flow

concourse pipeline sample of environment branches with GitLab flow branching model

k8s-host-device-plugin

very thin kubernetes device plugin which just exposes device files in host to containers.

kafka-reassign-optimizer

Kafka Partitions Re-Assignment Optimizer in scala

ml-examples-by-scalala

Machine Learning Algorithms Samples By Scalala

kube-throttler

throttling your pods in kubernetes cluster.

programming-erlang-code

erlang codes in "Programming Erlang" http://pragprog.com/book/jaerlang/programming-erlang

healthchecks

tiny healthcheck library for akka-http with Kubernetes liveness/readiness probe support

packer-mesos

Bake your own Mesos(http://mesos.apache.org) pre-installed virtual machine images.

rxscalaz

some useful type class instances for Observable

dbt-models-metadata

Extension package for dbt to build a metadata table for your dbt models along side your models.

banditsbook-scala

Scala implementations of standard algorithms for Multi-Armed Bandits Problem.

ring-benchmark-in-akka

This is another implementation in Akka of http://github.com/everpeace/ring-benchmark .

composing-monads

monads can compose when distributive law exists.

helm-charts

my public helm chart repository

scalamata

Automata in Scala

string-score

string-score is a port of Joshaven Potter's string_score to Java.

concourse-github-flow

sample pipeline of concourse ci for projects applying github-flow

constructr-redis

This library enables to use Redis as cluster coordinator in a ConstructR based cluster

dotfiles

aws-kms-resource

Concourse CI resource for decrypting your secrets by AWS Key Management Service

asdf-docker-slim

docker-slim plugin for asdf version manager

docker-chainer

all-in-one chainer docker image for instant distributed machine learning (chainer/chainermn/CUPY/CUDA/CuDNN/NCCL2/OpenMPI)

scala-galois

Galois Field Arithmetic Library in Scala.

kube-zookeeper

bk-tree

implementation of bk-tree, which provides effective search in a given metric space.

go-actor

far far incomplete actor implementation in golang. This is only for my golang learning.

ring-benchmark

This is my solution for the "Ring Benchmark" exercise in "Programming in Erlang".

observable-canbe-monad

try to verify Observable, in RxJava, can be a Monad.

minwise-lsh

an implementation of locality sensitive hash using min-wise permutation family.

scala-bikleisli

BiKleisli Arrow in Scala using Scalaz

ts-analysis-by-R

private reading and exercise notes of "Rによる時系列分析入門"

bloom-filter

This is an implementation of Bloom Filter, especially CountingBloomFilter.

word2vec-jawiki

Tool to build word embeddings with word2vec from japanese wikipedia dump data

ring_benchmark_in_elixir

This is another implementation in Elixir of http://github.com/everpeace/ring-benchmark

k8s-leader-elector

docker-curl-jq

ubuntu-slim based curl + jq box

kubectl-pecologs

'kubectl logs' for multiple pods/containers + peco

CommonRegexScala

CommonRegex port for Scala

scaldingla

linear algebra algorithms in scalding

faceted-values

faceted values: a strong primitive for privacy sensitive values

maven-repository

everpeace personal maven repository

vagrant-cassandra

vagrant configuration for cassandra cluster

gitsshm

gitsshm: GIT_SSH Manager.

akka-exp

custom load balancer by akka

easymock-junit4-rule

JUnit4's rule injecting EasyMock objects using annotations.

k8s-dumb-device-plugin

learning k8s device plugin

mesos-driver-enters-zombie

This can reproduce the issue that MesosSchedulerDriver enters zombie state even after it stopped normally.

field-type-resolver

a utility which resolve an actual type of a given field in a given class hierarchy.

throttolable-perf-consumer

dining-philosophers

dining philosophers on alloy

chainer-operator-proto

prototype of chainer-operator for kubernetes

merkle-tree

[UNDER CONSTRUCTION] This is an implementation of Merkle-Tree.

monad-from-applicative

Verifying that Traversable and Monoid Functor can be a Mond.

homebrew-ssh-agent-filter

ssh-agent-filter homebrew tap repository for macOS.