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💭
whooosh

# David Cottrell cottrell

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whooosh
• London, UK
Last active Jun 1, 2021 — forked from GaelVaroquaux/mutual_info.py
Estimating entropy and mutual information with scikit-learn
View mutual_info.py
 ''' Non-parametric computation of entropy and mutual-information Adapted by G Varoquaux for code created by R Brette, itself from several papers (see in the code). These computations rely on nearest-neighbor statistics ''' import numpy as np
Created Apr 11, 2020
View onstart.py
 def monkey_patch_pandas(): import pandas as pd import functools @functools.wraps(pd.Series.str.contains) def _grep(self, *args, **kwargs): if not hasattr(self, '_greppable'): self._greppable = pd.Series(self.to_csv().split('\n')[1:-1]) i = self._greppable.str.contains(*args, **kwargs) return self.iloc[i.values] pd.DataFrame.grep = _grep
Created Apr 10, 2020
View deep_quantile_regression.py
 import functools import numpy as np import pandas as pd import tensorflow as tf import tensorflow.keras as keras from pylab import * ion()
Created Apr 10, 2020
View deep_quantile_regression.py
 import functools import numpy as np import pandas as pd import tensorflow as tf import tensorflow.keras as keras from pylab import * ion()
Last active Mar 27, 2020
WrappedTrackFunc error
View ray_example.py
 import numpy as np import pandas as pd import ray import ray.tune import ray.tune.track import tensorflow as tf import tensorflow.keras def ray_init(load_code_from_local=False): if not ray.is_initialized():
Created Oct 23, 2019
reproducing memory leak
View pyarrow_memory_leak.py
 """ \$ uname -a Linux ip-??? ???-aws #53-Ubuntu SMP Wed Sep 18 13:35:53 UTC 2019 x86_64 x86_64 x86_64 GNU/Linux \$ python --version Python 3.7.3 \$ pip list Package Version Location --------------- --------- ----------------------------- certifi 2019.9.11 memory-profiler 0.55.0
Created Mar 27, 2019
Example of serialization error in keras model
View minimal_example.py
 seed = 10 import random random.seed(seed) import numpy as np np.random.seed(seed) import tensorflow as tf tf.reset_default_graph() tf.random.set_random_seed(seed) import tensorflow.keras.backend as K
Last active Dec 6, 2015 — forked from courtarro/server.py
Simple Tornado-based webserver for Python
View server.py
 #!/usr/bin/env python import tornado.ioloop import tornado.web import threading import time LISTEN_PORT = 8000 class FancyStaticFileHandler(tornado.web.StaticFileHandler):
Created Oct 13, 2015
ipython deps
View ipython deps
 https://pypi.python.org/packages/source/a/appnope/appnope-0.1.0.tar.gz https://pypi.python.org/packages/source/d/decorator/decorator-4.0.4.tar.gz https://pypi.python.org/packages/source/f/filename_to_pypi.py/filename_to_pypi.py https://pypi.python.org/packages/source/g/gnureadline/gnureadline-6.3.3.tar.gz https://pypi.python.org/packages/source/i/ipython/ipython-4.0.0.tar.gz https://pypi.python.org/packages/source/i/ipython_genutils/ipython_genutils-0.1.0.tar.gz https://pypi.python.org/packages/source/p/path.py/path.py-8.1.2.tar.gz https://pypi.python.org/packages/source/p/pexpect/pexpect-4.0.1.tar.gz https://pypi.python.org/packages/source/p/pickleshare/pickleshare-0.5.tar.gz https://pypi.python.org/packages/source/p/ptyprocess/ptyprocess-0.5.tar.gz
Created May 26, 2015
screenrc notes
View screenrc_a
 # tabbing like terminal bindkey -d \0331 select 0 bindkey -d \0332 select 1 bindkey -d \0333 select 2 bindkey -d \0334 select 3 bindkey -d \0335 select 4 bindkey -d \0336 select 5 bindkey -d \0337 select 6 bindkey -d \0338 select 7 bindkey -d \0339 select 8