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Showing results

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Jupyter Notebook 1,270 300 Updated Sep 22, 2022

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

Jupyter Notebook 1,149 170 Updated Oct 31, 2017

Python code for common Machine Learning Algorithms

Jupyter Notebook 4,340 4,821 Updated Mar 10, 2024

Curso de Introducción a Machine Learning con Python

Jupyter Notebook 773 1,539 Updated Oct 31, 2023

The "Python Machine Learning (1st edition)" book code repository and info resource

Jupyter Notebook 12,272 4,403 Updated Apr 1, 2024

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Jupyter Notebook 23,097 4,063 Updated May 12, 2024

Pytorch implementation of cnn network

Python 1,921 484 Updated Nov 13, 2023

Acquiring data from Alpha Vantage and predicting stock prices with PyTorch's LSTM

Jupyter Notebook 241 95 Updated Apr 21, 2024

Predict stock with LSTM supporting pytorch, keras and tensorflow

Python 751 294 Updated Mar 24, 2023

High Frequency Trading Price Prediction using LSTM Recursive Neural Networks

Python 703 277 Updated May 21, 2016

一个股票数据(沪深)爬虫和选股策略测试框架

Python 1,372 621 Updated Aug 14, 2020

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Advers…

4,254 1,667 Updated Jul 23, 2024

Stock Price Prediction using Machine Learning Techniques

Jupyter Notebook 1,324 419 Updated Aug 8, 2023

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

Jupyter Notebook 8,049 2,833 Updated Apr 16, 2023

We model a classifier to classify songs into different genres such as jazz, classical, country, pop, rock, and metal.

Jupyter Notebook 8 5 Updated Jan 24, 2019

Music Genre Classification - Machine Learning Group Project

Jupyter Notebook 6 5 Updated Jan 7, 2021

Machine learning approach to classify music based on genres

Python 400 57 Updated Jun 13, 2024

Speech Emotion Recognition using FFT and SVM

Python 79 39 Updated Feb 21, 2017

⚡机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

Python 9,141 5,071 Updated Jul 12, 2024

Implemented multiple classification models using Python with GTZAN data set by leading a team of three people. Compared the performances of K-NN, SVM, CNN models and logged their results in terms o…

Jupyter Notebook 1 1 Updated Aug 27, 2021

Building music genre classification using machine learning algorithum and librosa

Jupyter Notebook 1 Updated Jun 16, 2021

Building music genre classification using machine learning algorithms and librosa

Jupyter Notebook 2 Updated Jun 16, 2021

GTZAN Music genre classification using Logistic regression and SVM.

Jupyter Notebook 1 Updated Dec 4, 2020

Music Genre Classification of GTZAN dataset, by applying three different feature extraction techniques: MFCC, RMS Energy, and Chroma Vector and comparing the application of learning algorithms: SVM…

Python 9 3 Updated Mar 28, 2018

Basics of Musical Instruments Classification using Machine Learning

Jupyter Notebook 32 12 Updated Feb 18, 2021

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

Python 360 128 Updated Mar 24, 2023