Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns. Here are 4,736 public repositories matching this topic... Language: All Sort: Most stars deepfakes ...
Deep learning resources, including pretrained neural network models. 756followers https://www.mathworks.com/solutions/deep-learning.html Overview Repositories82 Projects Packages People44 More PinnedLoading MATLAB-Deep-Learning-Model-HubMATLAB-Deep-Learning-Model-HubPublic ...
偶然在github上看到Awesome Deep Learning项目,故分享一下。其中涉及深度学习的免费在线书籍、课程、视频及讲义、论文、教程、网站、数据集、框架和其他资源,包罗万象,非常值得学习。 其中研究人员部分篇幅所限本文未整理进来。另外上面的GIF录制于MIT自动驾驶课程(MIT 6.S094: Deep Learning for Self-Driving Cars) PS...
Awesome Deep Learning Music- Curated list of articles related to deep learning scientific research applied to music
Inthe fine-tune phase of a DBN we use normal backpropagation with a lower learning rate to do “gentle” backpropagation. We consider the pretraining phase to be a general search of the parameter space in an unsupervised fashion based on raw data. In contrast, the fine-tune phase is about...
Why is Reinforcement Learning such an important learning method - A simple explanation Introduction and course overview- CS294 by Levine, Berkley Deep Reinforcement Learning: Pong from Pixelsby Karpathy Other Resources The "Bible" of Reinforcement Learning: Chapter 1- Sutton & Barto ...
TensorFlow's GitHub repository - Most known deep learning framework, both high-level and low-level while staying flexible. skflow - TensorFlow wrapper à la scikit-learn. Keras - Keras is another intersting deep learning framework like TensorFlow, it is mostly high-level. carpedm20's repositories...
http://joanbruna.github.io/stat212b/ : TOPIC COURSE IN DEEP LEARNING by Joan Brune, UC Berkley Stats Department https://medium.com/@memoakten/selection-of-resources-to-learn-artificial-intelligence-machine-learning-statistical-inference-23bc56ba655#.s5kjy7bgo : LIST of Deep Learning TalkDeep...
Machine Learning for Beginners (https://github.com/microsoft/ML-For-Beginners) BigQuery cookbook (https://support.google.com/analytics/answer/4419694#zippy=%2Cin-this-article) PythonAlgos (https://pythonalgos.com/resources/) Captum - an open source, extensible library for model interpretability bu...
In practice, the constraint may be caused by a lack of resources (to buy devices), supply (due to constrained supply chains), or energy (discussed later)17. AlexNetwas one of the first major deep learning applications that took advantage of the parallelization capacity of GPUs to train neural...