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Top 22 deeplearning4j open source projects

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

✭ 2,215

java artificial-intelligence deeplearning intellij javafx deeplearning4j dl4j zeppelin-notebook

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learni…

✭ 12,277

java C++Cuda kotlin javascript c artificial-intelligence gpu spark deeplearning intellij hadoop linear-algebra deeplearning4j neural-nets dl4j matrix-library

Java Deep Learning Cookbook

Code for Java Deep Learning Cookbook

✭ 156

java machine-learning nlp neural-network artificial-intelligence reinforcement-learning deeplearning classification time-series regression machinelearning nlp-machine-learning artificial-neural-networks linear-regression cookbook deeplearning4j

Stockprediction

Plain Stock Close-Price Prediction via Graves LSTM RNNs

✭ 134

java lstm recurrent-neural-networks stock-price-prediction deeplearning4j

Wekadeeplearning4j

Weka package for the Deeplearning4j java library

✭ 127

java machine-learning deeplearning data-mining deeplearning4j

Federatedandroidtrainer

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

✭ 123

java android deep-learning machine-learning rxjava2 clean-architecture deeplearning4j

Photolabeller

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

✭ 119

kotlin android machine-learning edge-computing deeplearning4j

Jutsu.ai

Clojure wrapper for deeplearning4j

✭ 93

clojure machine-learning deeplearning4j

Yolo Custom Object Detector

Making custom object detector using Yolo (Java and Python)

✭ 84

python java deep-learning object-detection yolo darknet deeplearning4j

Deeplearning4j

All DeepLearning4j projects go here.

✭ 68

java deep-learning machine-learning deep-neural-networks neural-networks deeplearning deeplearning4j

Pujangga

Pujangga - Indonesian Natural Language Processing Tool with REST API, an Interface for InaNLP and Deeplearning4j's Word2Vec

✭ 47

scala deep-learning natural-language-processing word2vec play-framework deeplearning4j

Digitrecognizer

Java Convolutional Neural Network example for Hand Writing Digit Recognition

✭ 23

java deep-learning machine-learning neural-network convolutional-neural-networks spark machine-learning-algorithms deeplearning4j

Kafka Streams Machine Learning Examples

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.

✭ 661

python java deep-learning machine-learning tensorflow keras open-source kafka keras-tensorflow kafka-streams kafka-client h2o deeplearning4j

Dl4j Tutorials

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

✭ 415

java deep-learning deeplearning4j

Scalnet

A Scala wrapper for Deeplearning4j, inspired by Keras. Scala + DL + Spark + GPUs

✭ 342

scala spark deeplearning sbt deeplearning4j

Rl4j

Deep Reinforcement Learning for the JVM (Deep-Q, A3C)

✭ 330

java artificial-intelligence reinforcement-learning dqn a3c doom deeplearning4j

textdigester

TextDigester: document summarization java library

✭ 23

java text-mining maven summarization gate freeling deeplearning4j

twse-captcha-solver-dl4j

A deeplearning based captcha solver for http://bsr.twse.com.tw/bshtm/

✭ 29

java shell taiwan stock captcha-solver twse deeplearning4j

arabic-characters-recognition

Arabic Handwritten Characters Recognition using Deeplearning4j

✭ 41

java machine-learning ocr-recognition deeplearning4j

gan deeplearning4j

Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.

✭ 19

java Jupyter Notebook data-science machine-learning big-data spark apache-spark computer-vision deep-learning bigdata datascience generative-adversarial-network gan machinelearning deeplearning generative-adversarial-networks deeplearning4j

ChessBoardScanner

Java based Chess Board Scanner, which converts 2D chess board image into a machine readable format a.k.a. Forsyth–Edwards Notation (FEN). It uses OpenCV and Deeplearning4j frameworks, complemented with some proprietary algorithms implemented for realizing the goal. It currently supports the chess board and pieces sets of the most common online c…

✭ 32

java opencv chess computer-vision chessboard image-recognition deeplearning chess-board deeplearning4j imagerecognition chessboard-detection

Dluid

Deep learning user interface designer

✭ 27

java CSS gui ai deep-learning javafx javafx-application dl4j deeplearning4j

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