code stringlengths 38 801k | repo_path stringlengths 6 263 |
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import torch
import torch
import torch.nn as nn
im... | Appendix A4. Other Networks.ipynb |
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# # Reading isotherms
#
# The first thing to do is to ... | docs/examples/import.ipynb |
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# # View Northeast Pacific SST based on an Ensemble Em... | ex33-View Northeast Pacifc sea surface temperature based on an ensemble empirical mode decomposition.ipynb |
# -*- coding: utf-8 -*-
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# # Julia 檔案處理與資料庫連線
#
# #... | homework/julia_014_hw.ipynb |
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# # Time Series
from numpy import mean
from numpy imp... | Time series.ipynb |
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# + [markdown] id="bIDAUOH-5kMI"
# # Assignment 4
#
# <p style="color:red;"><... | Homework/Shen_Matthew_Assignment4.ipynb |
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# %matplotlib inline
#
# # Decoding sensor space data... | dev/_downloads/e807ecd348331c3d789aa11b874576a5/plot_decoding_time_generalization_conditions.ipynb |
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from TweetSearch import TweetSearch
search_words ... | Reading.ipynb |
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# # In-Class Coding Lab: Lists
#
# The goals of this l... | lessons/08-Lists/LAB-Lists.ipynb |
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# This notebook reproduces the 'leave-one-feature-out'... | code/notebooks/supp/feature_importance_fig.ipynb |
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import matplotlib.pyplot as plt
import numpy as np
#... | Data Science and Machine Learning/Machine-Learning-In-Python-THOROUGH/MARKETING_DATA_SCIENCE/01_Data_Science_for_Marketing_Analytics/Part_07/26_Exercise_26.ipynb |
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# # Rotate GEM2.5 Research Forecast Winds
#
# This not... | notebooks/RotateGEM2.5ResearchForecastWinds.ipynb |
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# + [markdown] id="DTC2dIywpJVr"
# This is a companion... | chapter11_part01_introduction.ipynb |
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print("How old are you?", end=' ')
age = input()
p... | E26.ipynb |
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# ## ================ Muti-layer Perceptro... | data_analytics/MLPRegression_Boston_crime.ipynb |
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# # A Guided Tour of Ray Core: Remote Obje... | ex_02_remo_objs.ipynb |
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# + [markdown] id="view-in-github" colab_type="text"
# <a href="https://colab... | ChannelFlows/DiskActuator/SensitivityAnalysis_V02.ipynb |
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# description: Open-source mathemat... | Lectures/Lecture23/Lecture23_Mar03.ipynb |
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# Import needed libraries
import numpy as np... | Rain_Kneighbors/rain_kneighbors-rf.ipynb |
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import pyecog as pg
import os
import pa... | documentation_notebooks/Spell 1 - Automated Power Extraction (from NDF files) (AS, Nov 2016).ipynb |
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import pandas_datareader as pdr
import pan... | DAY -2 Time Series Moving average,Armima etc.ipynb |
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#Packages for visualisation
#Scikit-Learn Packages... | Classification/Classifier-Digit-Recognition.ipynb |
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# # Análsis de Trayectorias de dinámica molecular
# ##... | RMSD_y_RMSF.ipynb |
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# # Module Five Assignment: Cartpole Problem
# Review ... | Undergrad/CS-370-T1045/Week 5 /Bailey_Samuel_Assignment5.ipynb |
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# # Creating, t... | sagemaker-python-sdk/tensorflow_iris_dnn_classifier_using_estimators/tensorflow_iris_dnn_classifier_using_estimators.ipynb |
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# + [markdown] colab_type="text" id="Pnn4rDWGqDZL"
# ##### Copyright 2018 The... | site/en/r2/guide/checkpoints.ipynb |
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# # Multi-class (Nonlinear) SVM Example
# ------------... | 04_Support_Vector_Machines/06_Implementing_Multiclass_SVMs/06_multiclass_svm.ipynb |
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import pandas as pd
import geopandas as gpd
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# rea... | policies/plu/PBA50_GG_shp_for_mapping.ipynb |
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from keras import metrics, optimizers
from keras.model... | xor_neural_network.ipynb |
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import matplotlib.pyplot as plt
imp... | Homework8/Homework_8.2.ipynb |
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# <a id='geom-series'></a>
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# <a id='index-0'></a>
... | quantitative_economics_with_python/1_geometric_series_for_elementary_economics.ipynb |
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# + [markdown] id="4r0f__a1wqJM" colab_type="text"
# # **Load Data**
# + id=... | Santander Customer Satisfaction.ipynb |
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# + [markdown] id="view-in-github" colab_type="text"
# <a href="https://colab... | BrainSeq.ipynb |
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# # A Crash Course on ReflectDirect
# **W... | RD_demo.ipynb |
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# **1**. (25 points)
#
# - Write a **recursive** funct... | exams/BIOS823_Mock_04.ipynb |
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# + [markdown] id="rLsMb4vqY244"
# Note: You can run this example right now i... | site/en-snapshot/tfx/tutorials/model_analysis/tfma_basic.ipynb |
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# <a href="https://colab... | arabictable.ipynb |
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# + [markdown] slideshow={"slide_type": "slide"}
# # S... | teaching_material/session_4/session_4_slides.ipynb |
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# # Data model
#
# Compared to what is provided in mos... | binder/02-data-model.ipynb |
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# # Practice Problem 4
# ### Problem: Find and compare... | Intro_Data_Visualization_Pluralsight/07/demos/demos/Before/Practice Problem 4 - GDP of 10 Most Populous Countries.ipynb |
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# # 5-Clustering with HDBSCAN
#
# In this notebook we ... | 05-clustering-hdbscan.ipynb |
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# + [markdown] ein.tags="worksheet-0" slideshow={"slid... | patch_attacks/0_generate_patch_results_derm.ipynb |
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# <img style='float: left' width="150px" src="... | notebooks/boston_light_swim/02-create_map.ipynb |
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# + [markdown] id="view-in-github" colab_type="text"
# <a href="https://colab... | pilas2tare.ipynb |
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# # Image Exercise
#
# In the folder "Working with Ima... | docs/Notebooks/20.image-exercise.ipynb |
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# + id="8nxGXrQtq1rt" executionInfo={"status": "ok", "timestamp": 16149738529... | Python Notebooks/OOP2 Inheritance - Bootcamp.ipynb |
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# **Reducing the Swiss "Foodp... | src/project.ipynb |
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# <a href="https://colab... | test2_2.ipynb |
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import pandas as pd
import numpy as np
import logging
... | code/Bayes/Naive Bayes Classifier from Scratch.ipynb |
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# # Classificador utilizando Redes Neurais Con... | classifier-cnn/cnn_classifier.ipynb |
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# # Fitting
# +
import numpy as np
import matplotlib
... | src/fitting.ipynb |
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# # Cluster Analysis
#
# The Iris dataset was used in ... | 2_post_class/week_7/7_0_cluster_done.ipynb |
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import pandas as pd
fifa = pd.read_csv("D:/Work/Proje... | Personal Projects/FIFA21/FIFA Player Lookout.ipynb |
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import pandas as pd
import numpy as np
import matplotl... | FailurePrediction/VariableRotationalSpeed/MachineLearningModels/lightgbm_hyperopt.ipynb |
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# + [markdown] id="view-in-github" colab_type="text"
# <a href="https://colab... | Demo1.ipynb |
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from sklearn import datasets
from sklearn.datasets imp... | Notebooks/Models/SoftmaxRegression.ipynb |
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# # Basic Tensorflow
#
# This notebook will familiariz... | 60_Advanced_TensorFlow/workshops/extras/amld/notebooks/exercises/2_tf_basics.ipynb |
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# + [markdown] id="EyNkbpW7ouEf"
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# ... | examples/model_diagnostics/model_diagnostics_guide.ipynb |
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# ### Essential Operations of pandas
import pandas as... | essential_operations.ipynb |
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# ## Text Normalization
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# Input text
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# # Seasonal Autoregressive Integrated Moving Average ... | SARIMA/hourly-weather-wind_direction.ipynb |
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# # data review
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app_cl... | data_analysis/HW2/data_preprocess_cluster_regression_hotmap_boxplot.ipynb |
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# # LFPCA through all conditions of anesthetized monke... | notebooks_analysis/sca_anesthetized_monkey.ipynb |
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# # Document Bootstrapping Examples
# When estimating ... | examples/doctable_bootstrap.ipynb |
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# ### The purpose of this notebook is to a... | 03_types_of_incidents.ipynb |
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from openbci_stream.acquisition ... | docs/source/notebooks/.ipynb_checkpoints/A2-electrodes_impedance-checkpoint.ipynb |
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# + [markdown] application/vnd.databricks.v1+cell={"inputWidgets": {}, "nuid": "b2c298de-5f64-4c90-9ef5-54034a660876", "showTitle": false, "ti... | MLflow/04-Model-Management.ipynb |
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from sklearn.metrics impo... | Practice-2019-05-11/scripts/ss_classifier.ipynb |
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# # GEE getThumbUrl example
# +
# Import the Earth En... | 00_get_highest_water_date/GEE_getThumbUrl_example.ipynb |
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# # 一阶逻辑
#
# 本节我们将通... | 10.3-first-order-logic.ipynb |
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# # Loops
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# # Floating point vs Finite Differences
#
# Copyright... | demos/intro/Floating point vs Finite Differences.ipynb |
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# # Classes
#
# Classes are the key features of object... | 15 - Classes.ipynb |
# -*- coding: utf-8 -*-
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# %reload_ext autoreload
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from notebookHelper import NotebookLoader
nl = Noteboo... | L3 - Vocabulary tree and BOW.ipynb |
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dir()
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# # Using Libraries
# ## Import
# To use... | module02_intermediate_python/02_02_using_libraries.ipynb |
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i... | Jupyter/Cora.ipynb |
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# # Improving Linear Regression with Neural Networks (... | 06_Neural_Networks/07_Improving_Linear_Regression/07_improving_linear_regression.ipynb |
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from django import forms
class Com... | formfields/Formfields.ipynb |
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# # Numerical Integration
# _By <NAME>_
#
# ### **Obje... | Numerical Integration.ipynb |
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# ### The code in this notebook is borrowed from "Tens... | attention-01.ipynb |
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# # Pyber Challenge
# ### 4.3 Loading and Readin... | PyBer_Challenge.ipynb |
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# # %%capture
# # %env DATABASE_USERNAME=thor
# # ... | support/notebooks/business-ops/bcr-business-setup.ipynb |
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from __future__ import division, print_function, absol... | lstm/lstm_using_entire_SNLI_data-usingGLOVE.ipynb |
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def... | ParcelDataAnalysis.ipynb |
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# + [markdown] id="view-in-github" colab_type="text"
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# # Tracking Callbacks
# + hide_input=true
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# ## Seaborn demo per <NAME> below
# +
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i... | openbb_terminal/dashboards/vsurf.ipynb |
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# # Finding Scale Card Colours
#
# Use this notebook t... | redpatch_notebooks/Find Scale Card Filter Settings.ipynb |
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#File input / output
#openでファイルを開く
#wは書き込みモード、そのフ... | chapter6/program6-2.ipynb |