dl4j

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

Fast, Scientific and Numerical Computing for the JVM (NDArrays)

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

dl4j 基础教程 配套视频：https://space.bilibili.com/327018681/#/

目标是提供一个完整的Java机器学习(Machine Learning/ML)框架,作为人工智能在学术界与工业界的桥梁. 让相关领域的研发人员能够在各种软硬件环境/数据结构/算法/模型之间无缝切换. 涵盖了从数据处理到模型的训练与评估各个环节,支持硬件加速和并行计算,是最快最全的Java机器学习库.

Code for Java Deep Learning Cookbook

An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)

Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer

See new version https://github.com/mccorby/PhotoLabeller

All DeepLearning4j projects go here.

Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning setup. See also the Android application companion at https://github.com/mccorby/PhotoLabeller

Deep learning user interface designer

face recognition with deep learning

Train a DBN to classify a set of test data similar to MNIST, Using DL4J & theano (Project of Pattern Recognition course)

In photographic media, faces are often obfuscated to protect the identity of those pictured. This obfuscation process is done by removing details from the photograph in order to reduce the identifying facial features. However, these obfuscated images may still contain enough details such that the original features may be able to be recovered. In this project we will examine different neural networks to reconstruct obfuscated images of human faces.

Apache NiFi - DeepLearning4J Example Processor for VGG16 based https://github.com/SkymindIO/Demos-for-sales-marketting

Program module for parallel training of convolutional neural networks using DL4J & CUDA 🦄

Face recognition using mtcnn build on dl4j

PyDL4J - Java dependency management for Python application

A git repository containing an MLP MNist example using DL4J in Java

Java Based Matrix, Vectorization, Machine Learning, Image Processing, Data Visualization and Analysis Domain Specific Language

A git repository containing an NLP example using DL4J (cuda) in Java

Framework for neuroevolution of output functions

Digit recognition with dl4j

DL4J's Word2Vec walkthrough, in Clojure

A git repository containing an NLP example using DL4J (cuda) in Java

Dl4J Implementation of Inpainting

A Neural Network Recreation of Shakespearean Language