Solved Homework assignments for the 'Convolutional Neural Nets for Visual Recognition' (CS231n) Course by Andrej Karpathy and Fei-Fei-Li - September 2016
This one was a pretty tough course. We only had 3 weeks of vacations between our final exams and uni, so trying to get done with this course was definitely a challenge. I was not able to debug the LSTM model, while the RNN model did fine for its capacity. I also was not able to program the adversarial and generative models and will leave task to some future chunk of free-time, which will probably take some time as I got interested in David Silver's Reinforcement Learning Course and still have to cope with other projects/responsibilities. This was the most challenging course I've taken so far, but it was also one of the ( if not the most) valuable one. I often needed external help, which I got mainly through other people's code or online-communities, but it has made me a better coder being able to take up even bigger challenges now (such as the RL course). Consider working on these assignments if you've had a short introduction to neural nets!