Here are some of my favorite videos, websites, and apps about artificial intelligence. Feel free to check out my page for more information about the subject.
Table of Contents
AI Art Models
APIs
Youtube Channels
:ML papers explained[YannicKilcher]
Deep RL Bootcamp Frontiers Lectures
Algorithms
- 贪心算法
- Monte Carlo Algorithms
- EM算法
- MCMC 算法
- 基础算法
- 蒙特卡洛树搜索
- 决策树
- Bagging 和 随机森林
- Boosting
- 梯度提升决策树(GBDT)
- 聚类算法
- 回归算法
- XGBoost
- Recommendation Algorithms[GitHub]
- Spatiotemporal Predictive Learning Algorithms [GitHub]
- Video-prediction [paper with code]
PPTs
Books
Reinforcement Learning
Machine Learning Collection
Deep Learning Models
Transfer Learning
Deep Learning, Weather and Climate
- Deep Learning for Post-Processing Ensemble Weather Forecasts [GitHub]
- DLWP: Deep Learning Weather Prediction[GitHub] [Paper]
- WeatherBench: A benchmark dataset for data-driven weather forecasting[GitHub][Paper]
- ClimateGAN: Raising Awareness about Climate Change by Generating Images of Floods[GitHub][Paper]
Papers
- paperswithcode.com
- deepai
- papertalk(Authors talk their papers)
- THE NEURAL NETWORK ZOO
- Papers explained[YannicKilcher]
- Two Minute Papers
- Deep learning paper explained