GitPlanet

Cheap and reliable Node.js hosting starts at $3/month, and $1/month static HTML hosting

Created with love in Canada, visit hostnodejs.com today

Feel like to post an Ad? Learn Details
All Projects → HadXu → Ml From Scratch

HadXu / Ml From Scratch

机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL。

Labels

jupyter-notebook

Projects that are alternatives of or similar to Ml From Scratch

Ai Platform Samples
Official Repo for Google Cloud AI Platform
Stars: ✭ 222 (-1.33%)
Mutual labels:  jupyter-notebook
Lstms for predictive maintenance
LSTMS for Predictive Maintenance
Stars: ✭ 224 (-0.44%)
Mutual labels:  jupyter-notebook
Deeplearning cv notes
📓 deepleaning and cv notes.
Stars: ✭ 223 (-0.89%)
Mutual labels:  jupyter-notebook
Video to bvh
Convert human motion from video to .bvh
Stars: ✭ 222 (-1.33%)
Mutual labels:  jupyter-notebook
Sohu competition
Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)
Stars: ✭ 224 (-0.44%)
Mutual labels:  jupyter-notebook
Machinelearningwithpython
Starter files for Pluralsight course: Understanding Machine Learning with Python
Stars: ✭ 224 (-0.44%)
Mutual labels:  jupyter-notebook
Triplet Attention
Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]
Stars: ✭ 222 (-1.33%)
Mutual labels:  jupyter-notebook
Lstm Crf Medical
构建医疗实体识别的模型，包含词典和语料标注，基于python构建
Stars: ✭ 224 (-0.44%)
Mutual labels:  jupyter-notebook
Notebook
my note
Stars: ✭ 221 (-1.78%)
Mutual labels:  jupyter-notebook
Gan steerability
On the "steerability" of generative adversarial networks
Stars: ✭ 225 (+0%)
Mutual labels:  jupyter-notebook
Machine Learning Notebooks
Machine Learning notebooks for refreshing concepts.
Stars: ✭ 222 (-1.33%)
Mutual labels:  jupyter-notebook
Dragonn
A toolkit to learn how to model and interpret regulatory sequence data using deep learning.
Stars: ✭ 222 (-1.33%)
Mutual labels:  jupyter-notebook
Tutorial
Tutorial covering Open Source tools for Source Separation.
Stars: ✭ 223 (-0.89%)
Mutual labels:  jupyter-notebook
Lfortran
Official mirror of https://gitlab.com/lfortran/lfortran. Please submit pull requests (PR) there. Any PR sent here will be closed automatically.
Stars: ✭ 220 (-2.22%)
Mutual labels:  jupyter-notebook
Zoom Learn Zoom
computational zoom from raw sensor data
Stars: ✭ 224 (-0.44%)
Mutual labels:  jupyter-notebook
Covid 19
Ciência de Dados aplicada à pandemia do novo coronavírus.
Stars: ✭ 223 (-0.89%)
Mutual labels:  jupyter-notebook
Sdc Vehicle Detection
Udacity Project - Vehicle Detection
Stars: ✭ 224 (-0.44%)
Mutual labels:  jupyter-notebook
Datascienceprojects
The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.
Stars: ✭ 223 (-0.89%)
Mutual labels:  jupyter-notebook
Attention network with keras
An example attention network with simple dataset.
Stars: ✭ 225 (+0%)
Mutual labels:  jupyter-notebook
Rethinking Numpyro
Statistical Rethinking (2nd ed.) with NumPyro
Stars: ✭ 225 (+0%)
Mutual labels:  jupyter-notebook
View All Similar Projects ➔

ML-From-Scratch

机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL

监督学习算法

  1. linear regression
  2. logistic regression
  3. Linear Discriminant Analysis
  4. Decision Tree
  5. GBDT
  6. Xgboost
  7. KNN
  8. Naive bayes
  9. SVM
  10. EM(GMM)
  11. MLP
  12. HMM Forward算法 Viterbi算法
  13. RNN
  14. LSTM
  15. MCMC-HM算法

非监督学习算法

  1. K-means
  2. PCA

强化学习

  1. Q-learning
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].