CNTK/Tutorials
REDMOND\sayanpa f56de38bba Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
..
FunctionalAPI Fix typos 2017-06-23 16:44:56 +09:00
HelloWorld-LogisticRegression
ImageHandsOn
NumpyInterop
SLUHandsOn
CNTK_101_LogisticRegression.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_102_FeedForward.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_103A_MNIST_DataLoader.ipynb Misc fixes 2017-07-04 16:26:39 +02:00
CNTK_103B_MNIST_LogisticRegression.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_103C_MNIST_MultiLayerPerceptron.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_103D_MNIST_ConvolutionalNeuralNetwork.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_104_Finance_Timeseries_Basic_with_Pandas_Numpy.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_105_Basic_Autoencoder_for_Dimensionality_Reduction.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_106A_LSTM_Timeseries_with_Simulated_Data.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_106B_LSTM_Timeseries_with_IOT_Data.ipynb Misc fixes 2017-07-04 16:26:39 +02:00
CNTK_200_GuidedTour.ipynb
CNTK_201A_CIFAR-10_DataLoader.ipynb
CNTK_201B_CIFAR-10_ImageHandsOn.ipynb Fix typos 2017-06-23 16:44:56 +09:00
CNTK_202_Language_Understanding.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_203_Reinforcement_Learning_Basics.ipynb
CNTK_204_Sequence_To_Sequence.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_205_Artistic_Style_Transfer.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_206A_Basic_GAN.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_206B_DCGAN.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_207_Training_with_Sampled_Softmax.ipynb Reduce test code in tutorials and fixes 2017-07-07 13:44:58 -07:00
CNTK_208_Speech_Connectionist_Temporal_Classification.ipynb Update CNTK_208_Speech_Connectionist_Temporal_Classification.ipynb 2017-07-05 11:10:35 -07:00
CNTK_301_Image_Recognition_with_Deep_Transfer_Learning.ipynb
CNTK_599A_Sequence_To_Sequence.ipynb Fix typos 2017-07-06 09:12:52 +09:00
README.md Fixed bug in tutorial and user feedback 2017-06-29 12:24:59 -07:00

README.md

Tutorials

In this folder you find several tutorials both for the CNTK Python API, the Python Functional API, and for BrainScript.

Python

The Python Jupyter notebooks in this folder cover a range of different application including image classification, language understanding, reinforcement learning and others. Additionally, the folder NumpyInterop contains a simple example of how to use numpy arrays as input for CNTK training and evaluation.

Functional API (still Python)

The FunctionalAPI folder is the staging area for Tutorials written using the Python Functional API. The plan is to have each Tutorial in this folder translated to a more succinct style in the FunctionalAPI folder. All FunctionalAPI Tutorials are fully tested, same as the Tutorials here.

BrainScript

There are four detailed tutorials on how to use CNTK with BrainScript. A step-by-step walk through for each of these is provided in the documentation.

  • Hello World - Logistic Regression (Details)
  • Image Hands On (Details)
  • SLU (Language Understanding) Hands On (Details)
  • Object detection using Fast R-CNN (Code, Details)