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15 stars written in Jupyter Notebook
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TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Jupyter Notebook 43,465 14,927 Updated Jul 26, 2024

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Jupyter Notebook 25,252 12,911 Updated Oct 3, 2023

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter Notebook 20,799 6,059 Updated Jul 13, 2023

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

Jupyter Notebook 16,223 4,572 Updated Jun 21, 2022

开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.

Jupyter Notebook 2,084 619 Updated Jan 5, 2022

【运筹OR帷幄|数据科学】pandas教程系列电子书

Jupyter Notebook 863 251 Updated Oct 17, 2021

An example of time series augmentation methods with Keras

Jupyter Notebook 340 69 Updated Jan 20, 2022

使用多种算法(线性回归、随机森林、支持向量机、BP神经网络、GRU、LSTM)进行电力系统负荷预测/电力预测。通过一个简单的例子。A variety of algorithms (linear regression, random forest, support vector machine, BP neural network, GRU, LSTM) are used for power …

Jupyter Notebook 155 38 Updated Jun 7, 2020
Jupyter Notebook 59 11 Updated Jan 6, 2025

Time-series demand forecasting is constructed by using LSTM, GRU, LSTM with seq2seq architecture, and prophet models.

Jupyter Notebook 31 18 Updated Jan 27, 2021

Short-term load forecasting

Jupyter Notebook 25 6 Updated Oct 1, 2020

LSTM单变量时间预测(电量负载预测)

Jupyter Notebook 6 5 Updated Apr 18, 2019

learn tensorflow in tf-in-action book

Jupyter Notebook 4 9 Updated Dec 27, 2017
Jupyter Notebook 1 Updated Mar 10, 2024

electric load prediction using LSTM

Jupyter Notebook 1 Updated Jul 30, 2018