Neural Network for Machine Learning torrent, magnet, bt

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Neural Network for Machine Learning

magnet:?xt=urn:btih:C1825C2982EE29E3777BAF9D7CACF7D832EC1FDA&dn=Neural%20Network%20for%20Machine%20Learning

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Torrent Hash:

C1825C2982EE29E3777BAF9D7CACF7D832EC1FDA

Number of Files:

190

Content Size:

916.04MB

Convert On:

2019-07-06

Keywords:

Neural Network for Machine Learning

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magnet:?xt=urn:btih:C1825C2982EE29E3777BAF9D7CACF7D832EC1FDA&dn=Neural%20Network%20for%20Machine%20Learning

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File Name

Size

Neural Network for Machine Learning/videos/078_OPTIONAL - The fog of progress [3 min].srt

3.24KB

Neural Network for Machine Learning/videos/044_MacKay's quick and dirty method of setting weight costs [4 min].srt

4.41KB

Neural Network for Machine Learning/videos/013_Learning the weights of a logistic output neuron [4 min].srt

4.46KB

Neural Network for Machine Learning/videos/070_Deep auto encoders [4 mins].srt

5.13KB

Neural Network for Machine Learning/videos/017_A brief diversion into cognitive science [4 min].srt

5.76KB

Neural Network for Machine Learning/videos/021_Why object recognition is difficult [5 min].srt

6.16KB

Neural Network for Machine Learning/videos/012_The error surface for a linear neuron [5 min].srt

6.3KB

Neural Network for Machine Learning/videos/009_Why the learning works [5 min].srt

6.4KB

Neural Network for Machine Learning/videos/004_A simple example of learning [6 min].srt

7.02KB

Neural Network for Machine Learning/videos/032_A toy example of training an RNN.srt

7.52KB

Neural Network for Machine Learning/videos/028_Adaptive learning rates for each connection.srt

7.73KB

Neural Network for Machine Learning/videos/022_Achieving viewpoint invariance [6 min].srt

8.11KB

Neural Network for Machine Learning/videos/008_A geometrical view of perceptrons [6 min].srt

8.29KB

Neural Network for Machine Learning/videos/031_Training RNNs with back propagation.srt

8.37KB

Neural Network for Machine Learning/videos/040_Limiting the size of the weights [6 min].srt

8.41KB

Neural Network for Machine Learning/videos/048_Making full Bayesian learning practical [7 min].srt

8.46KB

Neural Network for Machine Learning/videos/041_Using noise as a regularizer [7 min].srt

8.87KB

Neural Network for Machine Learning/videos/018_Another diversion - The softmax output function [7 min].srt

9.07KB

Neural Network for Machine Learning/videos/069_From PCA to autoencoders [5 mins].srt

9.79KB

Neural Network for Machine Learning/videos/074_Shallow autoencoders for pre-training [7 mins].srt

9.79KB

Neural Network for Machine Learning/videos/033_Why it is difficult to train an RNN.srt

9.79KB

Neural Network for Machine Learning/videos/006_Types of neural network architectures [7 min].srt

9.85KB

Neural Network for Machine Learning/videos/058_An example of RBM learning [7 mins].srt

9.87KB

Neural Network for Machine Learning/videos/075_OPTIONAL - Learning a joint model of images and captions [10 min].srt

9.98KB

Neural Network for Machine Learning/videos/071_Deep auto encoders for document retrieval [8 mins].srt

10.12KB

Neural Network for Machine Learning/videos/066_What happens during discriminative fine-tuning - [8 mins].srt

10.26KB

Neural Network for Machine Learning/videos/047_The idea of full Bayesian learning [7 min].srt

10.28KB

Neural Network for Machine Learning/videos/005_Three types of learning [8 min].srt

10.39KB

Neural Network for Machine Learning/videos/059_RBMs for collaborative filtering [8 mins].srt

10.67KB

Neural Network for Machine Learning/videos/003_Some simple models of neurons [8 min].srt

10.7KB

Neural Network for Machine Learning/videos/019_Neuro-probabilistic language models [8 min].srt

10.71KB

Neural Network for Machine Learning/videos/072_Semantic Hashing [9 mins].srt

10.85KB

Neural Network for Machine Learning/videos/007_Perceptrons - The first generation of neural networks [8 min].srt

10.86KB

Neural Network for Machine Learning/videos/027_The momentum method.srt

11.14KB

Neural Network for Machine Learning/videos/002_What are neural networks - [8 min].srt

11.51KB

Neural Network for Machine Learning/videos/067_Modeling real-valued data with an RBM [10 mins].srt

11.57KB

Neural Network for Machine Learning/videos/034_Long-term Short-term-memory.srt

11.62KB

Neural Network for Machine Learning/videos/049_Dropout [9 min].srt

11.69KB

Neural Network for Machine Learning/videos/025_Overview of mini-batch gradient descent.srt

11.95KB

Neural Network for Machine Learning/videos/038_Echo State Networks [9 min].srt

11.98KB

Neural Network for Machine Learning/videos/065_Discriminative learning for DBNs [9 mins].srt

12.14KB

Neural Network for Machine Learning/videos/052_Hopfield nets with hidden units [10 min].srt

12.29KB

Neural Network for Machine Learning/videos/073_Learning binary codes for image retrieval [9 mins].srt

12.36KB

Neural Network for Machine Learning/videos/076_OPTIONAL - Hierarchical Coordinate Frames [10 mins].srt

12.82KB

Neural Network for Machine Learning/videos/043_The Bayesian interpretation of weight decay [11 min].srt

13.02KB

Neural Network for Machine Learning/videos/042_Introduction to the full Bayesian approach [12 min].srt

13.18KB

Neural Network for Machine Learning/videos/063_The wake-sleep algorithm [13 min].srt

13.26KB

Neural Network for Machine Learning/videos/015_Using the derivatives computed by backpropagation [10 min].srt

13.58KB

Neural Network for Machine Learning/videos/057_Restricted Boltzmann Machines [11 min].srt

13.59KB

Neural Network for Machine Learning/videos/060_The ups and downs of back propagation [10 min].srt

13.64KB

Neural Network for Machine Learning/videos/053_Using stochastic units to improv search [11 min].srt

13.99KB

Neural Network for Machine Learning/videos/062_Learning sigmoid belief nets [12 min].srt

14.61KB

Neural Network for Machine Learning/videos/051_Dealing with spurious minima [11 min].srt

14.85KB

Neural Network for Machine Learning/videos/014_The backpropagation algorithm [12 min].srt

14.87KB

Neural Network for Machine Learning/videos/011_Learning the weights of a linear neuron [12 min].srt

15.09KB

Neural Network for Machine Learning/videos/029_Rmsprop - Divide the gradient by a running average of its recent magnitude.srt

15.69KB

Neural Network for Machine Learning/videos/037_Learning to predict the next character using HF [12 mins].srt

15.74KB

Neural Network for Machine Learning/videos/039_Overview of ways to improve generalization [12 min].srt

15.8KB

Neural Network for Machine Learning/videos/054_How a Boltzmann machine models data [12 min].srt

15.9KB

Neural Network for Machine Learning/videos/055_Boltzmann machine learning [12 min].srt

16.02KB

Neural Network for Machine Learning/videos/050_Hopfield Nets [13 min].srt

16.36KB

Neural Network for Machine Learning/videos/016_Learning to predict the next word [13 min].srt

16.48KB

Neural Network for Machine Learning/videos/046_Mixtures of Experts [13 min].srt

17.06KB

Neural Network for Machine Learning/videos/061_Belief Nets [13 min].srt

17.35KB

Neural Network for Machine Learning/videos/036_Modeling character strings with multiplicative connections [14 mins].srt

17.49KB

Neural Network for Machine Learning/videos/045_Why it helps to combine models [13 min].srt

17.68KB

Neural Network for Machine Learning/videos/077_OPTIONAL - Bayesian optimization of hyper-parameters [13 min].srt

17.87KB

Neural Network for Machine Learning/videos/035_A brief overview of Hessian Free optimization.srt

17.95KB

Neural Network for Machine Learning/videos/020_Ways to deal with the large number of possible outputs [15 min].srt

18.12KB

Neural Network for Machine Learning/videos/056_OPTIONAL VIDEO - More efficient ways to get the statistics [15 mins].srt

18.21KB

Neural Network for Machine Learning/videos/001_Why do we need machine learning - [13 min].srt

18.34KB

Neural Network for Machine Learning/videos/010_What perceptrons can't do [15 min].srt

18.5KB

Neural Network for Machine Learning/videos/026_A bag of tricks for mini-batch gradient descent.srt

18.77KB

Neural Network for Machine Learning/videos/068_OPTIONAL VIDEO - RBMs are infinite sigmoid belief nets [17 mins].srt

20.65KB

Neural Network for Machine Learning/videos/023_Convolutional nets for digit recognition [16 min].srt

21.54KB

Neural Network for Machine Learning/videos/064_Learning layers of features by stacking RBMs [17 min].srt

21.88KB

Neural Network for Machine Learning/videos/030_Modeling sequences - A brief overview.srt

22.65KB

Neural Network for Machine Learning/videos/024_Convolutional nets for object recognition [17min].srt

25.63KB

Neural Network for Machine Learning/readlists/024_Convolutional Networks for Images, Speech and Time-Series.pdf

122.42KB

Neural Network for Machine Learning/readlists/019_A Neuro Probabilistic Language Model.pdf

136.81KB

Neural Network for Machine Learning/readlists/020_images_Lecture4_turian.png

150.8KB

Neural Network for Machine Learning/readlists/063_The wake-sleep algorithm for unsupervised neural networks.pdf

255.35KB

Neural Network for Machine Learning/readlists/046_Adaptive Mixtures of Local Experts.pdf

264.76KB

Neural Network for Machine Learning/readlists/037_Generating Text with Recurrent Neural Networks.pdf

266.99KB

Neural Network for Machine Learning/readlists/054_Boltzmann machine - Scholarpedia.maff

293.78KB

Neural Network for Machine Learning/PDFs/060_lecture_slides_lec13.pdf

307.25KB

Neural Network for Machine Learning/readlists/034_A Novel Approach to On-Line Handwriting Recognition Based on Bidirectional Long Short-Term Memory Networks.pdf

313.08KB

Neural Network for Machine Learning/PDFs/075_lecture_slides_lec16.pdf

338.74KB

Neural Network for Machine Learning/readlists/038_Echo state network - Scholarpedia.maff

443.36KB

Neural Network for Machine Learning/readlists/064_Self-taught Learning_T ransfer Learning from Unlabeled Data.pdf

473.52KB

Neural Network for Machine Learning/PDFs/006_lecture_slides_lec2.pdf

492.95KB

Neural Network for Machine Learning/readlists/064_To Recognize Shapes, First Learn to Generate Images.pdf

501.86KB

Neural Network for Machine Learning/PDFs/025_lecture_slides_lec6.pdf

534.03KB

Neural Network for Machine Learning/PDFs/011_lecture_slides_lec3.pdf

535.19KB

Neural Network for Machine Learning/readlists/072_Semantic Hashing.pdf

626.56KB

Neural Network for Machine Learning/PDFs/035_lecture_slides_lec8.pdf

642.88KB

Neural Network for Machine Learning/PDFs/050_lecture_slides_lec11.pdf

694.52KB

Neural Network for Machine Learning/PDFs/039_lecture_slides_lec9.pdf

702.13KB

Neural Network for Machine Learning/readlists/073_Using Very Deep Autoencoders for Content-Based Image Retrieval.pdf

741.42KB

Neural Network for Machine Learning/readlists/064_A Fast Learning Algorithm for Deep Belief Nets.pdf

769.31KB

Neural Network for Machine Learning/PDFs/045_lecture_slides_lec10.pdf

827.25KB

Neural Network for Machine Learning/readlists/024_Gradient-Based Learning Applied to Document Recognition.pdf

932.67KB

Neural Network for Machine Learning/PDFs/016_lecture_slides_lec4.pdf

941.48KB

Neural Network for Machine Learning/PDFs/030_lecture_slides_lec7.pdf

953.08KB

Neural Network for Machine Learning/PDFs/064_lecture_slides_lec14.pdf

1.11MB

Neural Network for Machine Learning/PDFs/021_lecture_slides_lec5.pdf

1.56MB

Neural Network for Machine Learning/readlists/049_Improving neural networks by preventing co-adaptation of feature detectiors.pdf

1.59MB

Neural Network for Machine Learning/PDFs/055_lecture_slides_lec12.pdf

1.74MB

Neural Network for Machine Learning/readlists/062_Connectionist Learning of Belief Networks.pdf

2.3MB

Neural Network for Machine Learning/PDFs/069_lecture_slides_lec15.pdf

2.49MB

Neural Network for Machine Learning/videos/078_OPTIONAL - The fog of progress [3 min].mp4

2.78MB

Neural Network for Machine Learning/readlists/014_Learning Interneal Representaions by Error Propagation.pdf

2.95MB

Neural Network for Machine Learning/PDFs/001_lecture_slides_lec1.pdf

3.88MB

Neural Network for Machine Learning/videos/013_Learning the weights of a logistic output neuron [4 min].mp4

4.37MB

Neural Network for Machine Learning/videos/044_MacKay's quick and dirty method of setting weight costs [4 min].mp4

4.37MB

Neural Network for Machine Learning/videos/070_Deep auto encoders [4 mins].mp4

4.92MB

Neural Network for Machine Learning/videos/017_A brief diversion into cognitive science [4 min].mp4

5.31MB

Neural Network for Machine Learning/videos/021_Why object recognition is difficult [5 min].mp4

5.37MB

Neural Network for Machine Learning/videos/012_The error surface for a linear neuron [5 min].mp4

5.89MB

Neural Network for Machine Learning/videos/009_Why the learning works [5 min].mp4

5.9MB

Neural Network for Machine Learning/videos/004_A simple example of learning [6 min].mp4

6.57MB

Neural Network for Machine Learning/videos/028_Adaptive learning rates for each connection.mp4

6.63MB

Neural Network for Machine Learning/videos/022_Achieving viewpoint invariance [6 min].mp4

6.89MB

Neural Network for Machine Learning/videos/032_A toy example of training an RNN.mp4

7.24MB

Neural Network for Machine Learning/videos/008_A geometrical view of perceptrons [6 min].mp4

7.32MB

Neural Network for Machine Learning/videos/031_Training RNNs with back propagation.mp4

7.33MB

Neural Network for Machine Learning/videos/040_Limiting the size of the weights [6 min].mp4

7.36MB

Neural Network for Machine Learning/videos/018_Another diversion - The softmax output function [7 min].mp4

8.03MB

Neural Network for Machine Learning/videos/048_Making full Bayesian learning practical [7 min].mp4

8.13MB

Neural Network for Machine Learning/videos/074_Shallow autoencoders for pre-training [7 mins].mp4

8.25MB

Neural Network for Machine Learning/videos/047_The idea of full Bayesian learning [7 min].mp4

8.39MB

Neural Network for Machine Learning/videos/041_Using noise as a regularizer [7 min].mp4

8.48MB

Neural Network for Machine Learning/videos/058_An example of RBM learning [7 mins].mp4

8.71MB

Neural Network for Machine Learning/videos/006_Types of neural network architectures [7 min].mp4

8.78MB

Neural Network for Machine Learning/videos/033_Why it is difficult to train an RNN.mp4

8.89MB

Neural Network for Machine Learning/videos/019_Neuro-probabilistic language models [8 min].mp4

8.93MB

Neural Network for Machine Learning/videos/005_Three types of learning [8 min].mp4

8.96MB

Neural Network for Machine Learning/videos/003_Some simple models of neurons [8 min].mp4

9.26MB

Neural Network for Machine Learning/videos/007_Perceptrons - The first generation of neural networks [8 min].mp4

9.39MB

Neural Network for Machine Learning/videos/059_RBMs for collaborative filtering [8 mins].mp4

9.53MB

Neural Network for Machine Learning/videos/025_Overview of mini-batch gradient descent.mp4

9.6MB

Neural Network for Machine Learning/videos/069_From PCA to autoencoders [5 mins].mp4

9.68MB

Neural Network for Machine Learning/videos/049_Dropout [9 min].mp4

9.69MB

Neural Network for Machine Learning/videos/027_The momentum method.mp4

9.74MB

Neural Network for Machine Learning/videos/002_What are neural networks - [8 min].mp4

9.76MB

Neural Network for Machine Learning/videos/072_Semantic Hashing [9 mins].mp4

9.99MB

Neural Network for Machine Learning/videos/066_What happens during discriminative fine-tuning - [8 mins].mp4

10.17MB

Neural Network for Machine Learning/videos/034_Long-term Short-term-memory.mp4

10.23MB

Neural Network for Machine Learning/videos/071_Deep auto encoders for document retrieval [8 mins].mp4

10.25MB

Neural Network for Machine Learning/videos/015_Using the derivatives computed by backpropagation [10 min].mp4

11.15MB

Neural Network for Machine Learning/videos/076_OPTIONAL - Hierarchical Coordinate Frames [10 mins].mp4

11.16MB

Neural Network for Machine Learning/videos/067_Modeling real-valued data with an RBM [10 mins].mp4

11.2MB

Neural Network for Machine Learning/videos/038_Echo State Networks [9 min].mp4

11.28MB

Neural Network for Machine Learning/videos/065_Discriminative learning for DBNs [9 mins].mp4

11.29MB

Neural Network for Machine Learning/videos/052_Hopfield nets with hidden units [10 min].mp4

11.31MB

Neural Network for Machine Learning/videos/073_Learning binary codes for image retrieval [9 mins].mp4

11.51MB

Neural Network for Machine Learning/videos/053_Using stochastic units to improv search [11 min].mp4

11.76MB

Neural Network for Machine Learning/videos/060_The ups and downs of back propagation [10 min].mp4

11.83MB

Neural Network for Machine Learning/videos/042_Introduction to the full Bayesian approach [12 min].mp4

12MB

Neural Network for Machine Learning/videos/043_The Bayesian interpretation of weight decay [11 min].mp4

12.27MB

Neural Network for Machine Learning/videos/057_Restricted Boltzmann Machines [11 min].mp4

12.68MB

Neural Network for Machine Learning/videos/051_Dealing with spurious minima [11 min].mp4

12.77MB

Neural Network for Machine Learning/videos/054_How a Boltzmann machine models data [12 min].mp4

13.28MB

Neural Network for Machine Learning/videos/014_The backpropagation algorithm [12 min].mp4

13.35MB

Neural Network for Machine Learning/videos/011_Learning the weights of a linear neuron [12 min].mp4

13.52MB

Neural Network for Machine Learning/videos/039_Overview of ways to improve generalization [12 min].mp4

13.57MB

Neural Network for Machine Learning/videos/062_Learning sigmoid belief nets [12 min].mp4

13.59MB

Neural Network for Machine Learning/videos/075_OPTIONAL - Learning a joint model of images and captions [10 min].mp4

13.83MB

Neural Network for Machine Learning/videos/037_Learning to predict the next character using HF [12 mins].mp4

13.92MB

Neural Network for Machine Learning/videos/055_Boltzmann machine learning [12 min].mp4

14.03MB

Neural Network for Machine Learning/videos/020_Ways to deal with the large number of possible outputs [15 min].mp4

14.26MB

Neural Network for Machine Learning/videos/016_Learning to predict the next word [13 min].mp4

14.28MB

Neural Network for Machine Learning/videos/050_Hopfield Nets [13 min].mp4

14.65MB

Neural Network for Machine Learning/videos/061_Belief Nets [13 min].mp4

14.86MB

Neural Network for Machine Learning/videos/026_A bag of tricks for mini-batch gradient descent.mp4

14.9MB

Neural Network for Machine Learning/videos/046_Mixtures of Experts [13 min].mp4

14.98MB

Neural Network for Machine Learning/videos/001_Why do we need machine learning - [13 min].mp4

15.05MB

Neural Network for Machine Learning/videos/029_Rmsprop - Divide the gradient by a running average of its recent magnitude.mp4

15.12MB

Neural Network for Machine Learning/videos/045_Why it helps to combine models [13 min].mp4

15.12MB

Neural Network for Machine Learning/videos/063_The wake-sleep algorithm [13 min].mp4

15.68MB

Neural Network for Machine Learning/videos/077_OPTIONAL - Bayesian optimization of hyper-parameters [13 min].mp4

15.8MB

Neural Network for Machine Learning/videos/035_A brief overview of Hessian Free optimization.mp4

16.24MB

Neural Network for Machine Learning/videos/036_Modeling character strings with multiplicative connections [14 mins].mp4

16.56MB

Neural Network for Machine Learning/videos/010_What perceptrons can't do [15 min].mp4

16.57MB

Neural Network for Machine Learning/videos/056_OPTIONAL VIDEO - More efficient ways to get the statistics [15 mins].mp4

16.93MB

Neural Network for Machine Learning/videos/023_Convolutional nets for digit recognition [16 min].mp4

18.46MB

Neural Network for Machine Learning/videos/068_OPTIONAL VIDEO - RBMs are infinite sigmoid belief nets [17 mins].mp4

19.44MB

Neural Network for Machine Learning/videos/064_Learning layers of features by stacking RBMs [17 min].mp4

20.07MB

Neural Network for Machine Learning/videos/030_Modeling sequences - A brief overview.mp4

20.13MB

Neural Network for Machine Learning/videos/024_Convolutional nets for object recognition [17min].mp4

23.03MB

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