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# <h1 style="text-align:center">Two-link Planar Robot ... |
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# Estimating a rate from Poisson data (BDA3 p.45)
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# + id="-XzQgrXcZ5n_"
import numpy as np,pandas as pd
from sklearn.model_sele... |
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from IPython.core.display import HTML
HTML("""
<style>... |
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# <p style="font-size:36px;text-align:center"> <b>Pers... |
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# # ProbSpace: YouTube動画視聴回数予測
out_dir = "out_tmp"
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# # Linear Regression
#
# Linear regression is used fo... |
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# # MMT Class Assignment
# ## Topic - Genre Classifica... |
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import numpy as np
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# # Exact DKL (Deep Kernel Learning) Regression w/ KIS... |
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import numpy as np
import scipy as sp
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# # AMAT502: Lecture 21
#
# April 2, 2019.
#
# <NAME>... |
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# # Results
experiment_name = "l1000_env_prior_VAE"
e... |
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# +
from __future__ import print_function
import matpl... |
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# %matplotlib inline
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# # DEV - 2 - Wikipedia search experiments notebook
#
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# +
# neural network class definition
import numpy
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# +
from matplotlib import pylab as plt
from sklearn.s... |
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# ## DFO Nutrient Comparison
import numpy as np
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import networkx as nx
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# # Tab... |
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# ### Regresson Project: Regression Model to predict h... |
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# +
#Importing standard packages
import numpy as np
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# %pylab inline
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# # Laboratorio 3 - Parte 1
#
# ### Modelos de mezclas... |
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from influxdb import InfluxDBClient
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# # Taylor Approximation and Newton's Method
# ## Tay... |
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from sympy.physics.units import *
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# # Motivation
# I wanted to start my first Machine Le... |
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# # Hearthstone example
# +
import numpy as np
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import plotly.graph_objects as go
import plotly
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# # Data description & Problem statement:
# The da... |
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# # Astronaut Deconvolution - Ringing Artifacts
#
# Th... |
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# + [markdown] id="view-in-github" colab_type="text"
# <a href="https://colab... |
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from scipy.sparse import diags
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import itertools
impo... |
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#### Spectral clustering ####
# Input: array of sh... |
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# # Homework 2
# ## ECE 621 (Spring 2022)
... |
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import networkx as nx
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# # How to Implement a Gradient Boosting Machine that ... |
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# # Example of Kalman Filter decoders
#
# This example... |
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# # CAPM - Capital Asset Pricing Model
#
# Watch the ... |
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# # 1.0 IMPORT
# +
import pandas as pd
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# %matplotlib inline
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# # Thalamus project summary
# - 계산에 필요한 library들 loa... |
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# # 03 Scipy
# This no... |
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import numpy as np
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# ## Observations and Insights
#
# +
# Depende... |
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# # Clustering Tutorial Activity
#
# Clustering is a b... |
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from sympy import *
from IPython.display import Math
i... |
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# # MDL DB roll damping classification
# This notebook... |
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import pandas as pd
import cobra
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import scipy.io
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# Context
# * I want to select samples from a populati... |
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# # scikit-learn
# ## Machine Learning en Python
#
# [Scikit-Learn](http://gi... |
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# Determining the worst winter ever in Chicago
# ===
#... |
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# This file shows demo of robust prior(using cauchy prior)
# This code is based on https://github.com/probml/pmtk3/blob/master/demos/robustPriorDemo.m
import numpy as np
import math
from scipy.stats import norm, cauchy
import scipy.integrate as integrate
obs_x = 5
obs_var = 1
obs_std = math.sqrt(obs_var)
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# # Temperatura Global
#
# [Berkeley Earth](http://ber... |
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# ## Functions to calculate the Value at Risk of a giv... |
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# %matplotlib inline
# Imports
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# %load_ext autoreload
# %autoreload 2
test_lungs = open("... |
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# # Distribusi F
from scipy.stats import f
import mat... |
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# + [markdown] id="view-in-github" colab_type="text"
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# # Lab 2. Probability and Statistics
#
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# # Test the three models
# +
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from keras... |
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# + [markdown] id="view-in-github" colab_type="text"
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# # Machine learning: regression
#
# We'll try to... |
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#importing things
import pandas as pd
import numpy as ... |
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import re
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from misc import *
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# # Example of phenotypic clustering
# This notebook e... |
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# # SciPy Optimize Roots
# ## Multivariable Roots
#
# ... |
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# We run the following SciPy and N... |
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# # Data Pipelines
# +
# %matplotlib inline
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# # Boosting Black Box Variational Inference
# ## Intr... |
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# # Nearly Constant Acceleration Model
# # 3-dimension... |
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# ## The Analysis of The Evolution of The Russian Come... |
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# # Stroop Effect
# In a Stroop task, participants a... |
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# + [markdown] slideshow={"slide_type": "slide"}
# # М... |
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# # Regression analysis
#
# By <NAME>" Nitishinskaya a... |
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# # Exercise 7 - Python: $k$-means Clustering ... |
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# # SETTINGS
# +
############ LIBRARIES
import numpy... |
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