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30 stars written in Jupyter Notebook
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深度学习入门开源书,基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

Jupyter Notebook 13,214 4,079 Updated Aug 30, 2021

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Jupyter Notebook 8,374 2,896 Updated Apr 16, 2023

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Jupyter Notebook 5,417 675 Updated Jan 20, 2025

Performance analysis of predictive (alpha) stock factors

Jupyter Notebook 3,522 1,177 Updated Feb 12, 2024

📈 如何用深度强化学习自动炒股

Jupyter Notebook 3,121 727 Updated Nov 22, 2022

List of papers, code and experiments using deep learning for time series forecasting

Jupyter Notebook 2,659 531 Updated Mar 16, 2024

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoe…

Jupyter Notebook 2,390 643 Updated Jun 30, 2024

Stock Price Prediction using Machine Learning Techniques

Jupyter Notebook 1,381 429 Updated Aug 8, 2023

Python机器学习算法技术博客,有原创干货!有code实践! 【更多内容敬请关注公众号 "算法进阶"】

Jupyter Notebook 842 245 Updated Feb 27, 2024

Python implementation of KNN and DTW classification algorithm

Jupyter Notebook 779 216 Updated Oct 3, 2018

How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube

Jupyter Notebook 772 589 Updated Jun 23, 2022

Python机器学习、深度学习算法开发等学习资源分享

Jupyter Notebook 583 170 Updated Aug 27, 2023

Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.

Jupyter Notebook 464 225 Updated Sep 20, 2016

机器学习和量化分析学习进行中

Jupyter Notebook 370 230 Updated Feb 3, 2018

Office Automation by Using Pythonf (For Excel, Word, PPT and PDF .....)

Jupyter Notebook 312 147 Updated May 9, 2020

Time Series Analysis Models Source Code with Deep Learning Algorithms

Jupyter Notebook 236 78 Updated Jun 20, 2022

learn python ,learn quant

Jupyter Notebook 214 107 Updated Jun 10, 2019

Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs

Jupyter Notebook 174 43 Updated Sep 19, 2023

量化投资中各类指标的择时策略的实现,基于JoinQuant回测平台。

Jupyter Notebook 107 57 Updated Apr 22, 2018

This repo holds the implementation the paper 'Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM', by Yanhui Liang, Yu Lin, and Qin Lu.

Jupyter Notebook 48 7 Updated Jul 12, 2022

语义相似度

Jupyter Notebook 38 8 Updated Feb 10, 2018

Group users by temporal power consumption using k-means algorithm with adjusted measurement of distance, dynamic time warping(DTW)

Jupyter Notebook 24 5 Updated Jun 22, 2018

Open model and data for SWITCH-China

Jupyter Notebook 21 5 Updated Apr 27, 2024

该仓库包含了机器学习,数据挖掘中的理论知识和相关实践代码

Jupyter Notebook 17 6 Updated Oct 9, 2022

本科毕业设计:基于TCN的电力负荷预测算法

Jupyter Notebook 15 Updated May 11, 2023

Battery charge management environment, designed as a multi-agent scenario with continuous observation and action space, where the agents are charging stations that must meet the energy requirements…

Jupyter Notebook 13 3 Updated Feb 9, 2021

PyTorch教程

Jupyter Notebook 4 2 Updated Mar 1, 2019

Meta repository for data and code associated with the Burleyson et al. 2024 submission to Applied Energy.

Jupyter Notebook 3 Updated Dec 2, 2024
Jupyter Notebook 2 Updated Nov 13, 2019

Predict Shanghai Stock Market / Hushen 300 Index monthly closing price using Neural Network. (使用神经网络预测 上证综指/沪深300 月度收盘价)

Jupyter Notebook 1 1 Updated May 15, 2021