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Neural Network for Machine Learning/Neural Network for Machine Learning/readlists/062_Connectionist Learning of Belief Networks.pdf |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/070_Deep auto encoders [4 mins].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/017_A brief diversion into cognitive science [4 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/021_Why object recognition is difficult [5 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/009_Why the learning works [5 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/041_Using noise as a regularizer [7 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/058_An example of RBM learning [7 mins].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/059_RBMs for collaborative filtering [8 mins].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/025_Overview of mini-batch gradient descent.mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/076_OPTIONAL - Hierarchical Coordinate Frames [10 mins].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/038_Echo State Networks [9 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/065_Discriminative learning for DBNs [9 mins].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/052_Hopfield nets with hidden units [10 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/073_Learning binary codes for image retrieval [9 mins].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/053_Using stochastic units to improv search [11 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/060_The ups and downs of back propagation [10 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/042_Introduction to the full Bayesian approach [12 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/051_Dealing with spurious minima [11 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/039_Overview of ways to improve generalization [12 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/075_OPTIONAL - Learning a joint model of images and captions [10 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/037_Learning to predict the next character using HF [12 mins].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/045_Why it helps to combine models [13 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/063_The wake-sleep algorithm [13 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/077_OPTIONAL - Bayesian optimization of hyper-parameters [13 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/035_A brief overview of Hessian Free optimization.mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/036_Modeling character strings with multiplicative connections [14 mins].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/056_OPTIONAL VIDEO - More efficient ways to get the statistics [15 mins].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/023_Convolutional nets for digit recognition [16 min].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/068_OPTIONAL VIDEO - RBMs are infinite sigmoid belief nets [17 mins].mp4 |
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Neural Network for Machine Learning/Neural Network for Machine Learning/videos/030_Modeling sequences - A brief overview.mp4 |
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