[机器学习] 机器学习-- ensemble

说明： Ensemble Framework of Ensemble Ensemble: Bagging Review: Bias v.s. Variance Decision Tree Experiment: Function of Miku
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[机器学习] 机器学习 -- Gradient Descent

说明： Gradient Descent Review: Gradient Descent Tip 1: Tuning your learning rates Adaptive Learning Rates Adagrad Contradiction Intuitive Reason Larger gradient, larger steps
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[机器学习] 机器学习 -- Recurrent Neural Network (RNN)

说明： Recurrent Neural Network (RNN) Example Application 1-of-N encoding Beyond 1-of-N encoding Recurrent Neural Network (RNN) Elman Network & Jordan Network Bidirectional RNN Long Short-term Memory (LSTM)
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[机器学习] 机器学习 -- keras

说明： keras Mini-batch Speed Speed - Matrix Operation Using GPU to speed training • Way 1 • THEANO_FLAGS=device=gpu0 python YourCode.py • Way 2 (in your code) • import os • os.environ["THEANO_FLAGS"] = "device=gpu0"
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[机器学习] 机器学习 -- 逻辑回归

说明： Classification: Logistic Regression Step 1: Function Set Step 2: Goodness of a Function Step 3: Find the best function Cross Entropy v.s. Square Error
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[机器学习] LSTM C++源代码

说明： https://blog.csdn.net/u012465304/article/details/82656803 我的博客上的LSTM例程，用c++写的，由于找我私聊要的人太多了，就上传到这个上面，大家可自行下载
<u012465304> 上传 | 大小：286kb

[机器学习] 机器学习 -- Matrix Factorization

说明： Matrix Factorization More about Matrix Factorization Matrix Factorization for Topic analysis
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[机器学习] 机器学习 -- Unsupervised Learning: Principle Component Analysis

说明： Unsupervised Learning: Principle Component Analysis Dimension Reduction Clustering Distributed Representation PCA PCA – Another Point of View
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[机器学习] 机器学习 -- 回归

说明： Regression Regression: Output a scalar Step 1: Model Step 2: Goodness of Function Step 3: Best Function
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[机器学习] 机器学习 -- Structured Learning

说明： Structured Learning Unified Framework Unified Framework – Object Detection Unified Framework - Summarization Unified Framework - Retrieval Structured Linear Model
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[机器学习] 机器学习 -- Unsupervised Learning: Neighbor Embedding

说明： Unsupervised Learning: Neighbor Embedding Manifold Learning Locally Linear Embedding (LLE) Laplacian Eigenmaps T-distributed Stochastic Neighbor Embedding (t-SNE)
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[机器学习] 机器学习 -- Unsupervised Learning: Deep Auto-encoder

说明： Unsupervised Learning: Deep Auto-encoder Auto-encoder Deep Auto-encoder Auto-encoder – Text Retrieval Auto-encoder – Similar Image Search Auto-encoder for CNN CNN -Unpooling CNN - Deconvolution
<mozart_cai> 上传 | 大小：1mb