10 Open-Source Tools/Frameworks for Artificial Intelligence

?????????????????????????????????????????????????????10?????????????????????

1. TensorFlow

TensorFlow????Google Brain Team????????????????????????????????????????????????????????????TensorFlow Core???API?tf.estimator?TensorFlow????????????GPU?CPU???????????????????????

2. Apache SystemML

Apache SystemML????IBM????????????????????????????????????????????????SystemML??????????Spark MLContext?Hadoop Batch?????Java????????JMLC????????????

3. Caffe

Caffe???????????Yangqing Jia????????????????????????????????????????????GPU???????????????????????Caffe????????????????????

4. Apache Mahout

Apache Mahout????????????????????Scala DSL?????????????????????Apache Spark????????????????????????????Mahout?????????????????????????????

5. OpenNN

OpenNN????C++??????????????????????????C++?OpenMP/CUDA??GPU?????????????????OpenNN????????????????????????????????????????

6. Torch

Torch?Facebook AI Research Group??????????Lua??????????????????????????N?????????GPU????????????????????Torch???PyTorch?????Python????????????

7. Neuroph

Neuroph????Java????????????????????????????????????????????????????????????Kohonen???Neuroph????????GUI??????????????

8. Deeplearning4j

Deeplearning4j?????Java?Scala??????????????????????GPU????????????Keras??????????Python?JVM????????Deeplearning4j?????????ND4J?JVM?NumPy??DataVec?????????????

9. Mycroft

Mycroft??????????????????????????????????????????Raspberry Pi??????????????????????Mycroft?????????????????????

10. OpenCog

OpenCog??????????????????????????????????AtomSpace????????PLN??????????ECAN??OpenCog?????????????????????????????????????????????????

??

???????????????????????????????????????TensorFlow?Deeplearning4j?????????????SystemML?Mahout?????????OpenNN?Torch???????????????????Mycroft?OpenCog??????????????????????????????????????

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