Central to these advances are a number oftoolsaround to help derive deep learning and other machine learning models, with Torch, Caffe, and Theano amongst those at the fore. However, since Google Brain went open source in November 2015 with their own framework, TensorFlow, we have seen the p...
TensorFlow是最动态、使用最广泛的深度学习框架之一,我们将揭示如何构建复杂的神经网络架构、优化模型和部署人工智能解决方案。我们不只是想让你学习,我们的目标是让你掌握。在课程结束时,你不仅会掌握理论,还会获得实践经验,确保你是行业专家。无论你是渴望在人工智能研究中进行创新,还是在商业环境中实施解决方案,这门全...
升级conda环境及工具包:conda update --all; 安装tensorflow:pip install tensorflow或者conda install tensorflow 安装pytorch,我们去Pytorch官网下载:红色为平台版本选项,进行正确的勾选。下方会自动生成安装命令。 试了一下:输入下面的命令。安装并不成功,所以点开上面的install previous versions链接。打开:https://down...
RNNs in Tensorflow (wildml.com) Implementing a CNN for Text Classification in TensorFlow (wildml.com) How to Run Text Summarization with TensorFlow (surmenok.com) PyTorch PyTorch Tutorials (pytorch.org) A Gentle Intro to PyTorch (gaurav.im) Tutorial: Deep Learning in PyTorch (iamtrask.github....
Logistic Regression Tutorial for Machine Learning(http://machinelearningmastery.com) Softmax Regression (http://ufldl.stanford.edu) 梯度下降算法 Learning withgradient descent(http://neuralnetworksanddeeplearning.com) Gradient Descent (http://iamtrask.github.io) ...
TensorFlow TensorFlow 是一个数据流编程dataflow programming)的符号数学系统,被广泛应用于各类机器学习(machine learning)算法的编程实现,其前身是谷歌的神经网络算法库DistBelief。 游戏开发三剑客 Python 虽然不做游戏开发,但是有众多优秀的游戏开发框架可供我们选择。 Pygame Pygame 是一个跨平台 Python库也是目前...
用tensorflow,pytorch这类深度学习库来写一个神经网络早就不稀奇了。 可是,你知道怎么用python和numpy来优雅地搭一个神经网络嘛? 现如今,有多种深度学习框架可供选择,他们带有自动微分、基于图的优化计算和硬件加速等各种重要特性。对人们而言,似乎享受这些重要特性带来的便利已经是理所当然的事儿了。但其实,瞧一瞧隐...
François Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does deep-learning research, with a focus on computer vision and the application of ...
https://www.udemy.com/complete-guide-to-tensorflow-for-deep-learning-with-python/ This course will guide you through how to use Google's TensorFlow framework to create artificial neural networks for deep learning! This course aims to give you an easy to understand guide to the complexities of...
与google的Tensorflow类似,FAIR的支持足以确保PyTorch获得持续的开发更新。 PyTorch作者亲自维护的论坛 供用户交流和求教问题。 入门简单。 「官方样例」 TRAINING A CLASSIFIER(分类训练) 网址:pytorch.org/tutorials/b TORCHVISION OBJECT DETECTION FINETUNING TUTORIAL(目标检测) 网址:pytorch.org/tutorials/i 更多优秀案例...