The ulab book
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Introduction
Introduction
Customising the firmware
User's guide:
ndarray, the base class
Numpy functions
Universal functions
numpy.fft
numpy.linalg
scipy.linalg
scipy.optimize
scipy.signal
scipy.special
ulab utilities
Tricks
Programming ulab
The ulab book
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Welcome to the ulab book!
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Welcome to the ulab book!
¶
Introduction
Introduction
Enter ulab
Purpose
Resources and legal matters
Friendly request
Differences between micropython-ulab and circuitpython-ulab
Customising the firmware
Compatibility with numpy
The impact of dimensionality
The ulab version string
Finding out what your firmware supports
User's guide:
ndarray, the base class
The ndinfo function
Initialising an array
Array initialisation functions
diag
empty
Customising array printouts
Methods and properties of ndarrays
Unary operators
Binary operators
Comparison operators
Iterating over arrays
Slicing and indexing
Numpy functions
all
any
argmax
argmin
argsort
clip
convolve
diff
dot
equal
flip
interp
isfinite
isinf
mean
max
median
min
minimum
maximum
not_equal
polyfit
polyval
roll
sort
std
sum
trace
trapz
where
Universal functions
Computation expenses
arctan2
around
Vectorising generic python functions
numpy.fft
fft
ifft
Computation and storage costs
numpy.linalg
cholesky
det
eig
inv
norm
qr
scipy.linalg
cho_solve
solve_triangular
scipy.optimize
bisect
fmin
newton
scipy.signal
sosfilt
spectrogram
scipy.special
ulab utilities
from_int32_buffer, from_uint32_buffer
from_int16_buffer, from_uint16_buffer
Tricks
Use an
ndarray
, if you can
Use a reasonable
dtype
Beware the axis!
Reduce the number of artifacts
Programming ulab
Code organisation
The
ndarray
object
Iterating over elements of a tensor
Iterating over two ndarrays simultaneously: broadcasting
Contracting an
ndarray
Upcasting
Slicing and indexing
Extending ulab
Creating a new ndarray
Accessing data in the ndarray
Boilerplate
Indices and tables
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Index
Module Index
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1.7.8
0.54.5
0.36.0
feature-rtd_config
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