python-control | Python Control Systems Library is a Python module

y, f_lin = linearize(f, x)
y_dot = f_lin(x_dot)

y, y_dot = jvp(f, (x,), (x_dot,))

jvp : (a -> b) -> (UnrestrictedUse a, T a) -o (UnrestrictedUse b, T b)

def split_half(lst: List[Any]) -> Tuple[List[Any], List[Any]]:
  assert not len(lst)   

def jit(f):
  def f_jitted(*args):
    avals_in = [raise_to_shaped(get_aval(x)) for x in args]
    jaxpr, consts, out_tree = make_jaxpr(f, *avals_in)
    outs = bind(xla_call_p, *consts, *args, jaxpr=jaxpr, num_consts=len(consts))
    return tree_unf  

:id: nVkhbIFAOGZk

from jax import custom_jvp
import jax.numpy as jnp

# f :: a -> b
@custom_jvp
def f(x):
  return jnp.sin(x)

# f_jvp :: (a, T a) -> (b, T b)
def f_jvp(primals, tangents):
  x, = primals
  t, = tangents
  return f(x), jnp.cos(  

def function(func=None,
             input_signature=None,
             autograph=True,
             jit_compile=None,
             reduce_retracing=False,
             experimental_implements=None,
             experimental_autograph_options=None,
   

def defun(func=None,
          input_signature=None,
          autograph=True,
          experimental_autograph_options=None,
          reduce_retracing=False):
  """Compiles a Python function into a callable TensorFlow graph.

  `defun` (short for "  

#!/usr/bin/env python
import sqlite3
import sys

from pygments.lexers.sql import SqlLexer

from prompt_toolkit import PromptSession
from prompt_toolkit.completion import WordCompleter
from prompt_toolkit.lexers import PygmentsLexer
from prompt_toolki  

student_data = {}
with open("test.txt", 'r') as f:
    data = f.readlines()
    for line in data:
        line_list = line.strip().split()
        student_data[line_list[0] + ' ' + line_list[1]] = int(line_list[2])

print("Students with gr

Nesterenkov P. 4
Ivanov O. 4
Dmitriev N. 2
Petrov I. 3
...

file = open("grades.txt", 'r')
lines = file.readlines()
for line in lines:
    if line == '' or line == '\n' or line.__len__() < 5:
        continue
   

    return concat_order(str1[1:], str2[1:])
    return new_str

def concat_order(str1, str2, new_str):
    if len(str1) == 0:
        return new_str
    new_str += str1[0] + str2[0]

    return concat_order(str1[1:]