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Article source| Hengyuan cloud communityOriginal address| Dataset practiceOriginal author | MathorTo tell you the truth, Xiaobian, I admire Mathor, the big man in the platform community! No, today I'll share with you the notes of the big man's paper. Let's see if the next content has the knowledge you need!Start of text:If you don't know ResNet ...

  deep learning "hello world“( [deep learning practice 1]: handwritten numeral recognition based on Keras (very detailed, open source code) )It has been updated. If you can recognize handwritten digits, it means that one foot has stepped into the door of deep learning!   today, the blogger brings the second practical conte ...

Game address portal: CCF big data and computing intelligence competition First read the data import matplotlib.pyplot as plt import seaborn as sns import gc import re import pandas as pd import lightgbm as lgb import numpy as np from sklearn.metrics import roc_auc_score, precision_recall_curve, roc_curve, average_precision_score from sklearn ...

os module details When looking at the great gods' code, you can often see the figure of the os module, and then want to make a summary for later viewing The following figure refers to CSDN blogger's "beauty of data analysis and statistics". Thank you very much for the picture Let's introduce the usage of each one in detail: (1) os.g ...

Introduction to pytorch The article is only used to record your own learning. If there is infringement, delete it immediately Some good websites https://github.com/jcjohnson/pytorch-examples Some small projects of pytorch https://pytorch.org/tutorials/ pytorch official tutorial Fastai Michael Nielsen's "Neural Network and Deep Learn ...

Learn about data preprocessing d2l.DATA_HUB['fra-eng'] = (d2l.DATA_URL + 'fra-eng.zip', '94646ad1522d915e7b0f9296181140edcf86a4f5') #@save def read_data_nmt(): """Load English－French dataset.""" data_dir = d2l.download_extract('fra-eng') with open(os.path.join(data_dir, 'fra.txt'), 'r', enc ...

0. Preparation First of all, the operating environment of St GCN network is completely configured, and behavior recognition can be carried out normally Configuration environment reference: 1. Reproduce the old STGCN GPU Version (win10+openpose1.5.0) 2. Reproduce st GCN (win10 + openpose1.5.1 + vs2017 + cuda10 + cudnn7.6.4) For preparin ...

1. Introduction to Q & a system Q & a system is usually divided into: Task robotChat robotSolution robot (customer service robot) The three are designed for different application scenarios: Task based robots are mainly used to complete some specific tasks of users, such as buying air tickets, phone recharge or weather consultati ...

reference resources: Finally write the summary of XGBoost! XGBoost of machine learning algorithm and its automatic parameter adjustment reference resources: How does xgboost handle missing values [fundamentals of machine learning] comparison and parameter adjustment of XGBoost, LightGBM and CatBoost algorithms introduce In 2016, an extensibl ...

Hello, my technician Howzit, this is the 20th part of the introduction series of in-depth learning. Welcome to communicate with us! Introduction to deep learning series 1: overview of multi-layer perceptron Introduction to deep learning series 2: build your first neural network with TensorFlow Introduction to deep learning series 3: performanc ...