官术网_书友最值得收藏!

Deeplearning4j

Deeplearning4j, or DL4J, is a deep learning library written in Java. It features a distributed as well as a single-machine deep learning framework that includes and supports various neural network structures such as feedforward neural networks, RBM, convolutional neural nets, deep belief networks, autoencoders, and others. DL4J can solve distinct problems, such as identifying faces, voices, spam, or e-commerce fraud.

Deeplearning4j is also distributed under the Apache 2.0 license and can be downloaded from http://deeplearning4j.org. The library is organized as follows:

  • org.deeplearning4j.base: These are loading classes
  • org.deeplearning4j.berkeley: These are math utility methods
  • org.deeplearning4j.clustering: This is the implementation of k-means clustering
  • org.deeplearning4j.datasets: This is dataset manipulation, including import, creation, iterating, and so on
  • org.deeplearning4j.distributions: These are utility methods for distributions
  • org.deeplearning4j.eval: These are evaluation classes, including the confusion matrix
  • org.deeplearning4j.exceptions: This implements the exception handlers
  • org.deeplearning4j.models: These are supervised learning algorithms, including deep belief networks, stacked autoencoders, stacked denoising autoencoders, and RBM
  • org.deeplearning4j.nn: These are the implementations of components and algorithms based on neural networks, such as neural networks, multi-layer networks, convolutional multi-layer networks, and so on
  • org.deeplearning4j.optimize: These are neural net optimization algorithms, including back propagation, multi-layer optimization, output layer optimization, and so on
  • org.deeplearning4j.plot: These are various methods for rendering data
  • org.deeplearning4j.rng: This is a random data generator
  • org.deeplearning4j.util: These are helper and utility methods
主站蜘蛛池模板: 新巴尔虎右旗| 绥阳县| 明溪县| 武安市| 彰武县| 屏山县| 全椒县| 赤壁市| 双江| 宽城| 江孜县| 航空| 拜城县| 融水| 河津市| 天峨县| 汝州市| 壶关县| 玉龙| 台安县| 新乡市| 革吉县| 建始县| 海门市| 红桥区| 方城县| 淮南市| 河源市| 于田县| 昂仁县| 西藏| 南安市| 福安市| 伊金霍洛旗| 渭南市| 前郭尔| 民丰县| 玉山县| 东至县| 洛阳市| 南投县|