Create README.md

Author: DorinK

README.md

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+# Deep-Learning-Gradient-based-Learning
+First assignment in Deep Learning course - using NumPy
+
+In this assignment I implemented a log-linear classifier and a multi-layer perceptron classifiers (one that has one hidden layer and another one which can handle an arbitrary number of layers).
+I also wrote the training code for those classifiers. All the classifiers use the hard cross-entropy loss.
+I tested the classifiers on the language identification task (both bigrams and unigrams representation), and the XOR task.