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cs231n assignment solutions
- 斯坦福深度学习公开课cs231n的前两次作业代码(1st and 2nd assignment of cs231n, stanford deep learning course)
Computational Statistics with Matlab
- maching learning for beginer
Learning OpenCV 3 Computer vision in C++
- 学习Opencv3.0必备!有着丰富代码和说明!(Learning Opencv 3.0!Full of codes and demonstrations!)
Machine-Learning-Toolkit-Examples
- 包含labview机器学习工具包中的所有实例(Machine Learning Toolkit Examples)
The Elements of Statistical Learning
- Learning static and using it
DL_basic_code
- 基于python3的机器学习中可能用到的一些基本的算法。(Some basic algorithms that may be used in machine learning based on python3.)
stacking
- kaggle digitrecognizer MNIST by stacking some machine learning method, such like GBM(Gradient Boosting Method), LR, Extra Randomized Trees, Random Forest,KNN,etc.用stacking的方法实现手写数字识别MNIST。(kaggle digitrecognizer MNIST by stacking some machine learnin
[Peter_Harrington]_Machine_Learning_in_Action
- 机器学习入门书籍，结合python,适合初学者来阅读。(The machine learning based on the python is suitable to the freshman.)
07 极限学习机（Extreme Learning Machine, ELM）
- ELM算法指出，其实隐层的权值矩阵W和偏置b其实是没有必要调整的，在学习算法开始时，任意随机给定W和b的值，利用其计算出H（隐层节点的输出），并令其保持不变，需要确定的参数就只有β了。这是一个比较重要的理论基础。(The ELM algorithm is pointed out, in fact, hidden layer weights matrix W and B is not necessary to adjust the bias of the learning algorithm, i
ML_ex1
- Machine Learning Linear regression exercise one code by Andrew NG, one valuable cost function, with gradient decent and homework instructions, Stanford University, computer science,and so on
multi-task-learning-master
- 多任务学习工具箱，凭此可以学习多任务学习的相关模型。(Multi-task learning toolbox, with which you can learn the relevant models of multi-task learning.)
tensorflow_template_application-master
- 机器学习基本练习，基于tensorflow的一个实现例子，用于帮助初级学者理解实现(basic test for machine learning, an example of tensorflow, help the beginners to understand)
Machine+Learning+in+Action
- 这是一本不错的深度学习资料,想要学习深度学习的千万不要错过(This is a good resource for deep learning)
PCTUS1643956 - airbnb.PDF
- patent application related to machine learning
MATLAB实用教程
- MATLAB Learning DOCUMENT
python learning the hard way
- learning python the hard way 的手打源码(the Source code of "learning python the hard way")
1-160521014039
- 深度学习讲解；李宏毅；电子版；各种经典算法(Deep Learning Tutorial;Deep learning attracts lots of attention)
Python Deep Learning - Valentino Zocca
- 能够为我们的学习打下很好的基础，有利于我们学习深度学习(We can lay a good foundation for our study and help us to learn in depth.)
Reinforcement-learning-with-tensorflow-master
- 各种强化学习代码，强化学习(reinforcement learning)，又称再励学习、评价学习，是一种重要的机器学习方法，在智能控制机器人及分析预测等领域有许多应用。(Reinforcement learning (reinforcement learning), also known as reinforcement learning and evaluation learning, is an important machine learning method. It has many
deep learning traning exercise
- this code for optimize initialization in deep learning