注意下面很多链接需要访问外国网站,无奈国情如此
1. Google Cloud Next大会上的所有视频
视频列表链接:https://www.youtube.com/playlist?list=PLBgogxgQVM9v0xG0QTFQ5PTbNrj8uGSS-
个人最喜欢的是TPU的那个session
链接:https://www.youtube.com/watch?v=qXeGjmJQQrw&t=0s&list=PLBgogxgQVM9v0xG0QTFQ5PTbNrj8uGSS-&index=102
2. OpenAI用simulation训练机械手操纵方块(not an easy task)
Learning Dexterity
链接:https://blog.openai.com/learning-dexterity/
3. AutoKeras,开源的AutoML库
AutoKeras: The Killer of Google’s AutoML
链接:https://towardsdatascience.com/autokeras-the-killer-of-googles-automl-9e84c552a319
论文:https://arxiv.org/abs/1806.10282
4. RL在现实世界的应用
Applications of Reinforcement Learning in Real World
链接:https://towardsdatascience.com/applications-of-reinforcement-learning-in-real-world-1a94955bcd12
5. RL系列教程(还在更新中),写的挺好的
A Free course in Deep Reinforcement Learning from beginner to expert
链接: https://simoninithomas.github.io/Deep_reinforcement_learning_Course/#syllabus
6. 各种机器学习教程合集
Over 200 of the Best Machine Learning, NLP, and Python Tutorials — 2018 Edition
链接:https://medium.com/machine-learning-in-practice/over-200-of-the-best-machine-learning-nlp-and-python-tutorials-2018-edition-dd8cf53cb7dc
7. 用CapNet的GAN画漫画妹子
Drawing Anime Girls With Deep Learning
链接:https://towardsdatascience.com/drawing-anime-girls-with-deep-learning-4fa6523eb4d4
8. 人脸识别的各种算法
Face Recognition for Beginners
链接:https://towardsdatascience.com/face-recognition-for-beginners-a7a9bd5eb5c2
9. tfjs object detection教程
Deep learning in your browser: A brisk guide
链接:https://towardsdatascience.com/deep-learning-in-your-browser-a-brisk-guide-ca06c2198846
10. Google TPU使用教程
A tutorial on using Google Cloud TPUs
链接:https://blog.goodaudience.com/how-to-use-google-cloud-tpus-177c3a025067
11. fast.ai课程上的十个技巧
Ten Techniques Learned From fast.ai
链接:https://blog.floydhub.com/ten-techniques-from-fast-ai/
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