zahraaghapour / BigData

BigData

HomeWork 1 ,2, 3 :

These homeworks are written by Scala language.

You can see related pdf of questions in every homework.

I used Eclipse to run programs. To this aim and running with Eclipse, open a new project and Import Files From Folders you downloaded from this repo.

HW1 : WordCount and Clustering
HW2 : RandomForest In Spark (KDDCUP999 Dataset)  and  Decision Tree (MNIST Dataset)
HW3 : Spark GraphX Library (US Flights Informations)

HomeWork 4 :

( assingment3 of Stanford University cs231)

Q1: Image Captioning with Vanilla RNNs.
Q2: Image Captioning with LSTMs. 
Q3: Network Visualization: Saliency maps, Class Visualization, and Fooling Images. (pytorch)
Q4: Style Transfer. (pytorch)
Q5: Generative Adversarial Networks(GAN). (pytorch)

You can do Questions 3, 4, and 5 in TensorFlow or PyTorch.

You should Run iPython notebooks (with Jupyter) in HW4 Folder.

For running HW4 also you can Clone this GitHub Repo in google colab, next, Run iPython notebooks .