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NCTU's A solid and logical thinking
magnet:?xt=urn:btih:132311eaad30360be904195c865350c42ac23af7&dn=NCTU's A solid and logical thinking
磁力链接详情
Hash值:
132311eaad30360be904195c865350c42ac23af7
点击数:
189
文件大小:
3.38 GB
文件数量:
87
创建日期:
2017-5-31 00:32
最后访问:
2025-4-29 20:02
访问标签:
NCTU's
A
solid
and
logical
thinking
文件列表详情
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/078_OPTIONAL - The fog of progress [3 min].mp4 2.78 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/013_Learning the weights of a logistic output neuron [4 min].mp4 4.37 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/044_MacKay's quick and dirty method of setting weight costs [4 min].mp4 4.37 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/070_Deep auto encoders [4 mins].mp4 4.92 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/017_A brief diversion into cognitive science [4 min].mp4 5.31 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/021_Why object recognition is difficult [5 min].mp4 5.37 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/012_The error surface for a linear neuron [5 min].mp4 5.89 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/009_Why the learning works [5 min].mp4 5.9 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/004_A simple example of learning [6 min].mp4 6.57 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/028_Adaptive learning rates for each connection.mp4 6.63 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/022_Achieving viewpoint invariance [6 min].mp4 6.89 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/032_A toy example of training an RNN.mp4 7.24 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/008_A geometrical view of perceptrons [6 min].mp4 7.32 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/031_Training RNNs with back propagation.mp4 7.33 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/040_Limiting the size of the weights [6 min].mp4 7.36 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/018_Another diversion - The softmax output function [7 min].mp4 8.03 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/048_Making full Bayesian learning practical [7 min].mp4 8.13 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/074_Shallow autoencoders for pre-training [7 mins].mp4 8.25 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/047_The idea of full Bayesian learning [7 min].mp4 8.39 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/041_Using noise as a regularizer [7 min].mp4 8.48 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/058_An example of RBM learning [7 mins].mp4 8.71 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/006_Types of neural network architectures [7 min].mp4 8.78 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/033_Why it is difficult to train an RNN.mp4 8.89 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/019_Neuro-probabilistic language models [8 min].mp4 8.93 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/005_Three types of learning [8 min].mp4 8.96 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/003_Some simple models of neurons [8 min].mp4 9.26 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/007_Perceptrons - The first generation of neural networks [8 min].mp4 9.39 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/059_RBMs for collaborative filtering [8 mins].mp4 9.53 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/025_Overview of mini-batch gradient descent.mp4 9.6 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/069_From PCA to autoencoders [5 mins].mp4 9.68 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/049_Dropout [9 min].mp4 9.69 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/027_The momentum method.mp4 9.74 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/002_What are neural networks - [8 min].mp4 9.76 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/072_Semantic Hashing [9 mins].mp4 9.99 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/066_What happens during discriminative fine-tuning - [8 mins].mp4 10.17 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/034_Long-term Short-term-memory.mp4 10.23 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/071_Deep auto encoders for document retrieval [8 mins].mp4 10.25 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/015_Using the derivatives computed by backpropagation [10 min].mp4 11.15 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/076_OPTIONAL - Hierarchical Coordinate Frames [10 mins].mp4 11.16 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/067_Modeling real-valued data with an RBM [10 mins].mp4 11.2 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/038_Echo State Networks [9 min].mp4 11.28 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/065_Discriminative learning for DBNs [9 mins].mp4 11.29 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/052_Hopfield nets with hidden units [10 min].mp4 11.31 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/073_Learning binary codes for image retrieval [9 mins].mp4 11.51 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/053_Using stochastic units to improv search [11 min].mp4 11.76 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/060_The ups and downs of back propagation [10 min].mp4 11.83 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/042_Introduction to the full Bayesian approach [12 min].mp4 12 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/043_The Bayesian interpretation of weight decay [11 min].mp4 12.27 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/057_Restricted Boltzmann Machines [11 min].mp4 12.68 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/051_Dealing with spurious minima [11 min].mp4 12.77 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/054_How a Boltzmann machine models data [12 min].mp4 13.28 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/014_The backpropagation algorithm [12 min].mp4 13.35 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/011_Learning the weights of a linear neuron [12 min].mp4 13.52 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/039_Overview of ways to improve generalization [12 min].mp4 13.57 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/062_Learning sigmoid belief nets [12 min].mp4 13.59 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/075_OPTIONAL - Learning a joint model of images and captions [10 min].mp4 13.83 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/037_Learning to predict the next character using HF [12 mins].mp4 13.92 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/055_Boltzmann machine learning [12 min].mp4 14.03 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/020_Ways to deal with the large number of possible outputs [15 min].mp4 14.26 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/016_Learning to predict the next word [13 min].mp4 14.28 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/050_Hopfield Nets [13 min].mp4 14.65 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/061_Belief Nets [13 min].mp4 14.86 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/026_A bag of tricks for mini-batch gradient descent.mp4 14.9 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/046_Mixtures of Experts [13 min].mp4 14.98 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/001_Why do we need machine learning - [13 min].mp4 15.05 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/029_Rmsprop - Divide the gradient by a running average of its recent magnitude.mp4 15.12 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/045_Why it helps to combine models [13 min].mp4 15.12 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/063_The wake-sleep algorithm [13 min].mp4 15.68 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/077_OPTIONAL - Bayesian optimization of hyper-parameters [13 min].mp4 15.8 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/035_A brief overview of Hessian Free optimization.mp4 16.24 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/036_Modeling character strings with multiplicative connections [14 mins].mp4 16.56 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/010_What perceptrons can't do [15 min].mp4 16.57 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/056_OPTIONAL VIDEO - More efficient ways to get the statistics [15 mins].mp4 16.93 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/023_Convolutional nets for digit recognition [16 min].mp4 18.46 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/068_OPTIONAL VIDEO - RBMs are infinite sigmoid belief nets [17 mins].mp4 19.44 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/064_Learning layers of features by stacking RBMs [17 min].mp4 20.07 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/030_Modeling sequences - A brief overview.mp4 20.13 MB
NCTU's A solid and logical thinking/Neural Network for Machine Learning/videos/024_Convolutional nets for object recognition [17min].mp4 23.03 MB
NCTU's A solid and logical thinking/逻辑思考与立体思维05.4阶5阶魔方解法.mp4 122.3 MB
NCTU's A solid and logical thinking/逻辑思考与立体思维03.3阶魔方进阶转法.mp4 158.86 MB
NCTU's A solid and logical thinking/逻辑思考与立体思维07.Square-1.mp4 171.9 MB
NCTU's A solid and logical thinking/逻辑思考与立体思维06.三阶魔方盲解.mp4 222.46 MB
NCTU's A solid and logical thinking/逻辑思考与立体思维01.3阶魔方简易解法.mp4 273.03 MB
NCTU's A solid and logical thinking/邏輯思考與立體思維09.寓數學於遊戲─萬年曆.mp4 380.5 MB
NCTU's A solid and logical thinking/逻辑思考与立体思维02.魔术方块简介.mp4 403.71 MB
NCTU's A solid and logical thinking/邏輯思考與立體思維08.生活數學.mp4 407.88 MB
NCTU's A solid and logical thinking/逻辑思考与立体思维04.魔方中的数学.mp4 432.66 MB
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