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# ### OPTICS
#
#
#
# OPTICS is a variation of D... |
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# # CUHK [STAT3009](https://www.bendai.org... |
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# %matplotlib notebook
import math
import numpy a... |
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sys.path.append('..')
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# + [markdown] id="view-in-github" colab_type="text"
# <a href="https://colab... |
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import numpy as np
import matplotlib.pyplot as plt
imp... |
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# + [markdown] id="view-in-github" colab_type="text"
# <a href="https://colab... |
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# ## Echo top height detection algorithm and c... |
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# $ x = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} $
# +
from... |
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# +
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# # Poisson Metropolis-Hastings MCMC
#
# Generate samp... |
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# # Работа с Python в Jupyter Notebook
#
# Чтобы созда... |
# # Sample Code
#
# Run this script. Edit it and make it your own.
# +
# matrix_inversion.py
# -------------------------------------------------------------------------
# Invert a simple matrix to solve a system of linear equations.
# -------------------------------------------------------------------------
import n... |
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# ### PRINCIPAL COMPONENT ANALYSIS
# ___
# *From: htt... |
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# # Supervised machine learning on the TCGA Breast Can... |
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# ## Conditions of linear regression
# %matplotlib in... |
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# +
import os
import torch
import numpy as... |
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# # Lesson 15 : Hypothesis Testing
# ![](https://www.t... |
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# + [markdown] slideshow={"slide_type": "slide"}
# # M... |
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# ## Observations and Insights
#
# +
# Dependencies... |
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# Import required packages
from __future__ import div... |
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# # House Price Predict
# ### preprocessing
# >* 결측치 ... |
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# + [markdown] deletable=false name="Ent\u00eate, Ph\u... |
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# # GCT to X-ID
#
# What is the relationship between a... |
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# # Random Search on Random Forest
# ## Imports
impor... |
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# # Variational Principle using Symbolic Mathematics ... |
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# ## Title :
# Exercise: Bias Variance Tradeoff
# ... |
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# + jupyter={"outputs_hidden": false}
# %pylab inline
... |
# ---
# title: "Dataframe"
# author: "<NAME>"
# date: 2020-09-04
# description: "-"
# type: technical_note
# draft: false
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import pickle
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# + [markdown] colab_type="text" id="C7oRHJi_rshu"
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# + [markdown] id="view-in-github" colab_type="text"
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# >
# FIGURE A1.4: Examples of five neurons (5 colum... |
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# #### Contest entry by <NAME>
#
#
# Strategy... |
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import matplotlib.... |
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import numpy as np
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# # Random Forest - Weak Learners
# Our modeling with... |
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import pandas as pd
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import seab... |
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# + [markdown] papermill={"duration": 0.023261, "end_t... |
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# # Think Bayes
#
# Second Edition
#
# Copyright 2020 ... |
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# ## Observations and Insights
# Based on the given ... |
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# # WeatherPy
# -... |
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import networkx as nx
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import pand... |
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# Which of my students is attending their Zoom classes... |
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# +
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import dataclasses
import netw... |
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# + id="mwRxLgO1l1xz" colab={"base_uri": "https://localhost:8080/"} outputId=... |
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# # Deep Kernel Learning
#
# Author: [<NAME>](https://... |
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import numpy as np
import scipy as sp
from scipy imp... |
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# + [markdown] id="view-in-github" colab_type="text"
# <a href="https://colab... |
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# + [markdown] id="view-in-github" colab_type="text"
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# ## Investigation of Hierarchical Models
# +
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# + id="4FKeDEkLiLbI" colab_type="code" colab={}
impor... |
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# This notebook represents a way to calucate OPR.
# +... |
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# # Coronavirus Simulation
# ## Initialization
# Imp... |
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# # Exploring & Testing Use of NURBS in DIC
# ##... |
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# <small><small><i>
# All the IPython Notebooks in **[... |
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# # Extra Credit (6 pts) - Hidden Markov Models
#
# ##... |
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# + [markdown] deletable=true editable=true
# ## Aim
#... |
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# Check basic SPI interface connection
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# # Chapter 4 Exercises
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# + [markdown] id="BxIT9lvqX2Zu"
# # DropoutNet Cold-start Recommendation on ... |
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# ## Bilbao scheme - Evaluation of the iteration matri... |
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# # Expectation Maximization for Gaussian Mixture Mode... |
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#本章需导入的模块
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impor... |
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# # Comparing Tikhonet and SCORE
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# In this Notebook ... |
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# + [markdown] id="SR18BUYS61BZ"
# # Assignment 1
#
# ... |
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# # `problink` Example notebook
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# # Generative Model Classification - Bivariate Gaussian
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# Our first generative model for Winery classification used just one feature. Now w... |
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# %load_ext nb_black
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# # $k$ Means
#
# This section is the immediate extens... |
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