Don’t let your ego get the best of you. Its impossible to know which machine learning algorithm will work best for your problem. Whenever I attack a new problem, with not much in the way of research behind it, I look at a few methods available and try all of them. Deep learning (...
Deep Learning with PyTorch Cheat Sheet MXNet Apache MXNet is a deep learning framework designed for both efficiency and flexibility. It allows you to mix symbolic and imperative programming to maximize efficiency and productivity in model development. Top resources to get up to speed: AWS AI & ML...
《Introduction to Deep Learning Algorithms》 介绍:Deep Learning算法介绍,里面介绍了06年3篇让deep learning崛起的论文 《Learning Deep Architectures for AI》 介绍:一本学习人工智能的书籍,作者是Yoshua Bengio,相关国内报道 《Geoffrey E. Hinton个人主页》 介绍:Geoffrey Hinton是Deep Learning的大牛,他的主页放了...
介绍:机器学习开源软件,收录了各种机器学习的各种编程语言学术与商业的开源软件.与此类似的还有很多例如:DMOZ - Computers: Artificial Intelligence: Machine Learning: Software,LIBSVM -- A Library for Support Vector Machines,Weka 3: Data Mining Software in Java,scikit-learn:Machine Learning in Python,Natural...
For guidance on choosing algorithms for your solutions, see theMachine Learning Algorithm Cheat Sheet. Foundation Models in Azure Machine Learning are pre-trained deep learning models that can be fine-tuned for specific use cases. Learn more aboutFoundation Models (preview) in Azure Machine Learning...
For guidance on choosing algorithms for your solutions, see the Machine Learning Algorithm Cheat Sheet. Foundation Models in Azure Machine Learning are pre-trained deep learning models that can be fine-tuned for specific use cases. Learn more about Foundation Models (preview) in Azure Machine Learni...
Would you like to take a course on Keras and deep learning in Python? Consider taking DataCamp’s Deep Learning in Python course!Also, don’t miss our Keras cheat sheet, which shows you the six steps that you need to go through to build neural networks in Python with code examples!
《Basics of Computational Reinforcement Learning》 介绍:(RLDM 2015)计算强化学习入门. 《Deep Reinforcement Learning》 介绍:David Silver的深度强化学习教程. 《On Explainability of Deep Neural Networks》 介绍:深度神经网络的可解释性. 《The Essential Spark Cheat Sheet》 介绍:Spark快速入门. 《Machine Learning...
Google DeepMind’s AlphaDev is a derivative of AlphaZero (follow on from AlphaMu and AlphaGo, the conquerer of Go and other strategy games). AlphaDev uses Deep Reinforcement Learning (DRL) to come up with new computer science algorithms. In the first incarnation, a way to sort (2,3,4 ...
* [《Optimal and Adaptive Algorithms for Online Boosting》](http://jmlr.org/proceedings/papers/v37/beygelzimer15.pdf) 介绍:来自雅虎的机器学习小组关于在线Boosting的论文 . * [《Top 20 Python Machine Learning Open Source Projects》](http://www.kdnuggets.com/2015/06/top-20-python-machine-learni...