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# # Mini project-------Analysis of student preference
... | src/Student_preference_analysis.ipynb |
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# In order to successfully complete this assignment yo... | cmse802-s20/0216-Unit_Testing-pre-class-assignment.ipynb |
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# + [markdown] colab_type="text"
# This is a companion... | notebooks/dlp09_part03_interpreting_what_convnets_learn.ipynb |
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# ![qiskit_header.png](attachment:qiskit_h... | docs/tutorials/04_account_management.ipynb |
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# %matplotlib inline
#
# # FMAS_S_R
#
# This examples... | docs/_downloads/de56593fa622daeb829c84329a94b5bc/g_FMAS_S_R.ipynb |
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# # Training Models - Ch4
# We'll do more than just tr... | handsOn/ch4/TrainingModels.ipynb |
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# + id="kA4Pu2sPr_eG" colab_type="code" outputId="ba33... | Model backlog/Train/175-Tweet-Train-5Fold-roBERTa base no QA.ipynb |
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# %run ../../common/import_all.py
from common.set... | cs/foundations/programming-languages.ipynb |
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import numpy as np
import matplotlib.pyplot as plt
N_... | book/error-propagation/convolution-demo.ipynb |
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# # Recreating Ling _IMMI_ (2017)
# In this notebook, ... | matminer_examples/machine_learning-nb/rf-with-uncertainty.ipynb |
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import re
text = open('Curriculum Detail for Explore.... | resources/documents/Untitled.ipynb |
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# # %load paperFigs_events.py
from hydroDL import p... | app/closeLoop/.ipynb_checkpoints/multiYear-checkpoint.ipynb |
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# In this notebook, we provide a sample test when appl... | distribution_shift_fastMRI_knee_to_brain.ipynb |
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# + active=""
# import seaborn as sns
# import metap... | jhu.edu-covid19/notebooks/ProcessTimeseriesCharts.ipynb |
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import pymongo
# +
def execute_mongo(url):
... | notebooks/Untitled.ipynb |
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# + [markdown] id="view-in-github" colab_type="text"
# <a href="https://colab... | Data_578 Kiavash_Hasnat_Douglas.ipynb |
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# + id="ur8xi4C7S06n" colab_type="code" colab={}
# Copyright 2020 Google LLC
... | retail/ltv/bqml/notebooks/bqml_automl_ltv_activate_lookalike.ipynb |
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# This article explains Hopfield nets, simulates one a... | notebooks/06_boltzmann/.ipynb_checkpoints/Boltzmann-checkpoint.ipynb |
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# # Programming Bootcamp 2017
# # Lesson 2 Exercises
#... | class_materials/Conditionals(If_Else)/2017/lab2_exercises.ipynb |
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# # Markov... | notebooks/2-Markov_chain_Monte_Carlo.ipynb |
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# # Reliability Requirements
#
# Grid operators must p... | data/reliability_requirements.ipynb |
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# # Exercise 4 - Transmon qubit
#
# ## Historical back... | solutions by participants/ex4/ex4-InnanNouhaila.ipynb |
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# + [markdown] id="lXToC5a2H6oi"
# #### TF-IDF
# + [markdown] id="jiJ_pvCgH9... | tf_idf_details/TF_IDF_details.ipynb |
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# + [markdown] colab_type="text" id="XT2... | 10_Renforcement_Learning_Moutain_Car/5_DQN_keras_mountain_car.ipynb |
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import findspark
findspark.init()
import pyspark
# +
... | pair_trading_stat_coint1-stock15_multiple.ipynb |
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import pandas as pd
train=pd.read_csv('Train.csv')
tes... | manufacturing-checkpoint.ipynb |
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import math
import matplotlib.pyplot as plt
import num... | code/supplementary/results_table_to_figures.ipynb |
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#Dependencies
import tweepy
import numpy as np
import ... | News_Mood_.ipynb |
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# %load_ext autoreload
# %autoreload 2
# +
import pandas as pd
#md_file = '/home/jvdzwaan/data/adh-corpora/fiqh_corpus/Meta/Metadata_Fiqh.cs... | notebooks/dawa_match_files_to_metadata.ipynb |
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# # JSON examples and exercise
# ****
# + get familiar... | Json_World_Bank.ipynb |
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# <img src='https://radiant-assets.s3-us-west-2.amazon... | notebooks/radiant-mlhub-api-know-how.ipynb |
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# %matplotlib inline
#
# 如何在PyTorch中使用VisualDL
# ====... | demo/pytorch/pytorch_cifar10.ipynb |
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import sys
import pickle
from scipy import signal
... | eval_gtec.ipynb |
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# + [markdown] id="QAVqXpOE4QaM"
# # Personalized Counterfactual Fairness in ... | _notebooks/2022-01-24-fairness.ipynb |
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from src.models.level_kv_div import binaryTrainer,... | notebooks/level_grade_s2.ipynb |
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import pymc3 as pm
import matplotlib.pyplot as pl... | notebooks/deep-regression.ipynb |
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# ### Movies for vertical Flux
# +
#KRM
import nump... | MoviesNotebooks/MoviesVerticalFlux.ipynb |
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# # Introduction to Access Control
#
# We can now star... | tutorials/Tutorial_3_Introduction_to_Access_Control.ipynb |
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# + [markdown] origin_pos=0
# # 自注意力和位置编码
# :label:`sec_self-attention-and-positional-encoding`
#
# 在深度学习中，我们经常使用卷积神经网络（CNN）或循环神经网络（RNN）对序列进行编... | tensorflow/chapter_attention-mechanisms/self-attention-and-positional-encoding.ipynb |
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# # 循环神经网络—TensorFlow
from tensorflow.examples.tutori... | 09_rnn_tensorflow.ipynb |
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#
# Reinforcement Learning (DQN)... | dev/reinforcement_q_learning.ipynb |
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# + [markdown] id="2J1ZrS_WGVa_"
# ## Clonar repositório do github na máquina... | Sound_Field_Neural_Network.ipynb |
# # Regression
#
# In this notebook, we will present the metrics that can be used in regression.
#
# A set of metrics are dedicated to regression. Indeed, classification metrics
# cannot be used to evaluate the statistical performance of regression models
# because there is a fundamental difference between their target... | notebooks/metrics_regression.ipynb |
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import pandas as pd
file = "WebVisualizations\Reso... | .ipynb_checkpoints/Untitled-checkpoint.ipynb |
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# # Part 4: 模型平均的联邦学习
#
# **概述:** 在本教程的第2部分中，我们使用了非常简单... | examples/tutorials/translations/chinese/Part 04 - Federated Learning via Trusted Aggregator.ipynb |
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# + [markdown] id="view-in-github" colab_type... | week3/multi_class_image_classification.ipynb |
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import altair.vega.v3 as vg
from altair.datasets impor... | notebooks/Vega3Test.ipynb |
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# + [markdown] slideshow={"slide_type": "slide"}
# <ce... | visualization/Holoviews-and-Friends/Introduction_to_interactive_viz.ipynb |
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# ## Introduction to the Interstellar Medium
# ### <NA... | extragalactic/M51_montage.ipynb |
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import matplotlib.pyplot as plt
lo... | asset/03.week/plotter.ipynb |
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# # Dependencies
# + _cell_guid="b1076dfc-b9ad-4769-8... | Model backlog/Deep Learning/[36th] Bi GRU - Craw, GloVe - Model tunning.ipynb |
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from IPython.display import Image
from IPy... | Calculus_Homework/WWB19.ipynb |
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# %matplotlib inline
#
# Optional: Data Parallelism
#... | official_tutorial/data_parallel_tutorial.ipynb |
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# # Workshop 3 - Quality control for sequencing data
#... | workshop_3.ipynb |
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# + [markdown] slideshow={"slide_type": "slide"}
# # L... | labs/lab07.ipynb |
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import numpy as np
def mean_value(arr):
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# <font size="+5">#05 | Cluster Analysis c... | II Machine Learning & Deep Learning/05_Cluster Analysis con k-Means/05session_cluster-kmeans.ipynb |
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# + colab={"base_uri": "https://localhost:8080/"} id="... | index_find_df.ipynb |
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import os
import tensorflow as tf
import tensorflow_datasets as tfds
import matplotlib.pyplot as plt
print("TensorFlow version: {}".forma... | src/ml_basic/custom_training_loop.ipynb |
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from keras.datasets import cifar100
from keras.uti... | main.ipynb |
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# + [markdown] toc=true
# <h1>Table of Contents<span c... | 4. Expected utility.ipynb |
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# # Artificial Intelligence Nanodegree
#
# ## Voice Us... | vui_notebook.ipynb |
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# <h1>Table of Contents<span c... | misc/scikit-rf/S-param Check.ipynb |
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# # ENZYMES contraction coefficient changes
#
# +
fro... | PlotConvergenceCompare.ipynb |
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# + deletable=true editable=true slideshow={"slide_typ... | Chapter02/Sorting a pandas DataFrame or a Series.ipynb |
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EPOCSH = 5
test_index = 0
from load_data import *
#... | wandb/run-20210519_171202-20j3w5aa/tmp/code/_session_history.ipynb |
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# ### Merge Two Sorted Lists
# + active=""
# Merge tw... | 021. Merge Two Sorted Lists.ipynb |
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# # Build your own tensor type
#
# We present here a c... | examples/tutorials/advanced/Build your own tensor type (advanced).ipynb |
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#
# <font size="4" style="color:red;"> **IMPORTANT: **... | Week 12 _ Regression and PCA/HW_Topic12.ipynb |
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# ## Nested List Exercises
# ### Problem 1
matrix = ... | session_three/session_three_exercise_solutions.ipynb |
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# ## [A Comparison Study of Point-Process Filter and D... | Untitled.ipynb |
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# + [markdown] id="66975503-001" colab_type="text"
# #1. Install Dependencies... | colabs/airflow.ipynb |
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# ## Load necessary modules
# +
# uses https://github... | notebooks/COCO_evaluation.ipynb |
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#
# # Deep Learning with CNNs (<NAME> - 001530978)
#
#... | .ipynb_checkpoints/dog_breeds_cnn-checkpoint.ipynb |
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# # PRMT-2348 Analyse specific CCG data
#
#... | notebooks/69-PRMT-2348-ccgs-error-code-combinations.ipynb |
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# ## Convolutional neural networks
# %matplot... | CNNs.ipynb |
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# ### 五年人口迁徙图
import re
import pandas as pd
import re... | examples/iclientpy/sample-geolines-stats.ipynb |
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# + [markdown] colab_type="text" deletable=true editab... | courses/machine_learning/deepdive/05_artandscience/d_customestimator_linear.ipynb |
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# + [markdown] nbsphinx="hidden"
# # The Laplace Trans... | laplace_transform/table_theorems_transforms.ipynb |
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# Change directory to VSCode workspace root so that relative path loads work correctly. Turn this addition off with the DataScience.changeDirO... | python/epi/ipynb/03_strings.ipynb |
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# # Machine Learning Pipeline - Feature Se... | section-04-research-and-development/03-machine-learning-pipeline-feature-selection.ipynb |
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# Introdução
# ==========
#
# A Covid-19 é uma doença ... | _jupyter/covid-19-SIR-model-ap.ipynb |
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import pandas as pd
import numpy as np
import csv ... | experiment/H1/Analysis_H1-MLSMOTE-Rebuttal.ipynb |
# -*- coding: utf-8 -*-
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# ## Background
#
# [Julia... | notebook/advanced/beeler_reuter.ipynb |
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# # Homework 5
# Homework 5 exercises 8 and 9. This e... | Homework-5.ipynb |
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# # Extract Job Posts from Indeed
# Before... | lab 6.ipynb |
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from logicqubit.logic import *
import random
import nu... | BB84.ipynb |
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# # Set up
import math
import random
# %matplotlib i... | GCMPy_parameterFitting.ipynb |
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# # Inspecting Satellite Imagery using Rasterio
# ## A... | jupyter-notebooks/getting-to-know-sat-imagery/Inspecting_Satellite_Imagery.ipynb |
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# + [markdown] colab_type="text" id="oKB8YaRk05Sl"
# <... | notebooks/wtq_predictions.ipynb |
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# +
# by <NAME>, 08/2019
#5 frames
#cpu = 1, 21.1321... | src/jupyter/latticeMovie_cropRegion_parallel.ipynb |
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# + [markdown] graffitiCellId="id_2z4498k"
# ### What ... | data_structure/Caching.ipynb |
#!/usr/bin/env python
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import pickle
from sklearn.externals import joblib
imp... | ML/create-synthetic-data.ipynb |
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# <div class="alert alert-block alert-info" ... | 5. Dropout/5.1.2.dropoutAssignment.ipynb |
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# !pip install numpy scikit-learn compress-fasttext xm... | example_for_taxonomy.ipynb |
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# ## Perceptron
#
# Perceptron is a supervised machine... | perceptron.ipynb |
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# <a id='start'></a>
# # Wrangling
#
# In questo noteb... | 2_Wrangling/Wrangling.ipynb |
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import matplotlib.pyplot as plt
# %matplotlib inline
i... | kernels/grammer-of-graphics-with-plotnine.ipynb |
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# [![Binder](https://mybinder.org/badge_lo... | docs/events_generation_walk-through.ipynb |