MIT Deep Learning 麻省理工學院推出的深度學習課程,內容包含深度學習基礎、深度強化學習以及自動駕駛相關知識。Github Repo 包含了多個教學筆記本,值得參考 上圖是 DeepTraffic,由 MIT 的研究科學家 Lex Fridman 推出的一個深度強化學習競賽。此競賽目標是建立一個可以在高速公路上駕駛汽車的神經網路。你可以在這裡看到線...
Graduate Summer School: Deep Learning, Feature Learningby Geoffrey Hinton, Yoshua Bengio, Yann LeCun, Andrew Ng, Nando de Freitas and several others @ IPAM, UCLA (2012) Deep Learning - Udacity/Googleby Vincent Vanhoucke and Arpan Chakraborty (2016) Deep Learning - UWaterlooby Prof. Ali Ghodsi...
Awesome Deep Learning Music- Curated list of articles related to deep learning scientific research applied to music
.github NLP Vision docs img CODE_OF_CONDUCT.md CONTRIBUTING.md LICENSE README.md _config.yml README.md TheEpicCode team will keep adding more resources for Machine Learning and Deep Learning from all domains. If you want to get involved with the community and publish your art...
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...
Index - Reinforcement Learning Week 1 - Introduction Other Resources Week 2 - RL Basics: MDP, Dynamic Programming and Model-Free Control Lectures - Theory Project of the Week - Q-learning Other Resources Week 3 - Value based algorithms - DQN ...
The pre-processing methods, classification definitions, and machine learning approaches are described below. All pre-processing and analyses were done in Python using a combination of available packages30, published code from previous works29, and custom developed code (available at https://github....
For DDN, we used our published single-input neural network (https://github.com/eguomin/regDeconProject/tree/master/DeepLearning) based on three dense blocks. Here we improved the image preprocessing steps by adding online data augmentation and percentile-based normalization. During training, the tr...
pip install git+https://github.com/deepset-ai/haystack.git@main Haystack supports multiple installation methods including Docker images. For a comprehensive guide please refer to thedocumentation. Documentation If you're new to the project, check out"What is Haystack?"then go through the"Get Star...
MATLAB Deep Learning Deep learning resources, including pretrained neural network models. 680followers https://www.mathworks.com/solutions/deep-learning.html Overview Repositories Projects Packages People More PinnedLoading MATLAB-Deep-Learning-Model-HubMATLAB-Deep-Learning-Model-HubPublic...