tz28 / deep-learningLinks
personal practice(个人练习,实现了深度学习中的一些算法,包括:四种初始化方法(zero initialize, random initialize, xavier initialize, he initialize),深度神经网络,正则化,dropout, 三种梯度下降方法(BGD, SGD, mini-batch),六种优化算法(momentum、nesterov momentum、Adagrad、Adadelta、RMSprop、Adam),梯度检验、batch normalization)、RNN
☆223Updated 6 years ago
Alternatives and similar repositories for deep-learning
Users that are interested in deep-learning are comparing it to the libraries listed below
Sorting:
- ☆184Updated 6 years ago
- 深度学习常用优化方法详解☆268Updated 7 years ago
- The source code and dataset about <Deep Learning - Best Practices on TensorFlow Engineering Implementation>☆218Updated 4 years ago
- 深度学习入门的一些简单例子☆355Updated 6 years ago
- 天池比赛,kaggle等等(Keras/PyTorch实战)☆181Updated 4 years ago
- 机器学习&深度学习资料笔记&基本算法实现&资源整理(ML / CV / NLP / DM...)☆226Updated last year
- 廖星宇《深度学习入门之PyTorch》代码实践☆142Updated 7 years ago
- ☆58Updated 5 years ago
- 《深度学习之PyTorch实战计算机视觉》全书代码☆134Updated 6 years ago
- 本项目代码为雷明老师18年12月在清华出版社出版的《机器学习与应用》第一版中的配套代码,欢迎登录www.sigai.cn试听雷老师《机器学习》《深度学习》视频☆154Updated 6 years ago
- 天池竞赛Baseline分享(2018广东工业智造大数据创新大赛——智能算法赛,线上0.921无调参)☆258Updated 5 years ago
- 根据《剑指offer》中的题目,用python来进行编写☆95Updated 6 years ago
- 一个面向初学者的,友好的Keras入门教程☆123Updated 5 years ago
- cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attentio…☆208Updated 4 years ago
- Inplement an CNN frame with Numpy, easy to learn, hard to use hhhh☆304Updated 7 years ago
- 各种深度学习结构、模型和技巧的集合☆122Updated 5 years ago
- B站上炼数成金的公开课笔记☆363Updated 5 years ago
- TensorFlow2.0 官方教程翻译,基本概念讲解、实战项目、TensorFlow2.0编程技巧。☆201Updated 5 years ago
- 仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层;以及图像分类案例及精调网络案例等,持续更新中... ...☆545Updated 4 years ago
- ☆104Updated 4 years ago
- ☆121Updated 5 years ago
- ☆83Updated 6 years ago
- 计算机视觉算法工程师实习生面试总结 (微软、阿里、商汤 、海康、华为、平安offer)☆410Updated 5 years ago
- 用python和sklearn两种方法实现李航《统计学习方法》中的算法☆338Updated 6 years ago
- A deep learning library to provide algs in pure Numpy or Tensorflow.☆292Updated 7 years ago
- Hello TensorFlow☆37Updated 4 years ago
- ☆110Updated 7 years ago
- 每日一题(涉及但不仅限于机器学习、深度学习和计算机视觉等方向)☆190Updated 6 years ago
- 《深入理解TensorFlow》项目代码与样章☆308Updated 5 years ago
- The code on deep learning.☆74Updated 7 years ago