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A collection of machine learning examples and tutorials.

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I try to run `attention.py` and it seems it's not possible to fit into memory for me. So I try do some tricks. One is to clean up and read...

Iran is one of the most seismic countries of the world. It is situated over the Himalayan-Alpide seismic belt and is one of those countries, which have lost many human...

To Find a specific hypothesis in a set of hypothesis, which is consistent with positive training example. I have used Tennis Dataset with one of the most simplest Algorithm.

Added env.env.close() in order to remove the error: Traceback (most recent call last): File "/home/ekele/anaconda3/envs/gpurl/lib/python3.6/site-packages/gym/envs/classic_control/rendering.py", line 143, in __del__ File "/home/ekele/anaconda3/envs/gpurl/lib/python3.6/site-packages/gym/envs/classic_control/rendering.py", line 62, in close File "/home/ekele/anaconda3/envs/gpurl/lib/python3.6/site-packages/pyglet/window/xlib/__init__.py", line 480, in...

Hi, I use the code DQN, I can run the code successfully, but I find the GPU utilization is really low, about 8%. I use the 2080Ti and I use...

Some of the rows in the dataset are empty and pandas imports these as NaN. This converts the NaN values to empty string so that fit_transform doesn't choke on them.

regex not needed for defining x ` x = int(r[2].split('[')[0]) y = int(non_decimal.sub('', r[1].split('[')[0]))`

In gym/__init__.py, the max episode steps of cartpole-v0 is set to 200, so in the original code set t

Added another class link. Made some examples directly runnable.