GitPlanet

Cheap and reliable Node.js hosting starts at $3/month, and $1/month static HTML hosting

Created with love in Canada, visit hostnodejs.com today

Feel like to post an Ad? Learn Details
All Projects → pdhimal1 → AI-Project

pdhimal1 / AI-Project

Licence: other
Stock predictor using Machine Learning

Programming Languages

python
139335 projects - #7 most used programming language

Labels

machine-learningsklearnsupport-vector-machineyahoo-financestock-predictor

Projects that are alternatives of or similar to AI-Project

node-yahoo-finance2
Unofficial API for Yahoo Finance
Stars: ✭ 155 (+604.55%)
Mutual labels:  yahoo-finance
Multiclass LinearSVM with SGD
A demonstration of how to use PyTorch to implement Support Vector Machine with L2 regularizition and multiclass hinge loss
Stars: ✭ 38 (+72.73%)
Mutual labels:  support-vector-machine
brapi
API ilimitada da Bovespa, moedas e crypto. Ganhe acesso aos dados de qualquer ação, moeda ou criptomoeda
Stars: ✭ 36 (+63.64%)
Mutual labels:  yahoo-finance
machine-learning
Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, F…
Stars: ✭ 91 (+313.64%)
Mutual labels:  support-vector-machine
ml-workflow-automation
Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.
Stars: ✭ 44 (+100%)
Mutual labels:  sklearn
playground
A Streamlit application to play with machine learning models directly from the browser
Stars: ✭ 48 (+118.18%)
Mutual labels:  sklearn
yoc
command line tool for scraping financial options prices and related data from finance.yahoo.com
Stars: ✭ 23 (+4.55%)
Mutual labels:  yahoo-finance
scikit-learn
به فارسی، برای مشارکت scikit-learn
Stars: ✭ 19 (-13.64%)
Mutual labels:  sklearn
stock-market-scraper
Scraps historical stock market data from Yahoo Finance (https://finance.yahoo.com/)
Stars: ✭ 110 (+400%)
Mutual labels:  yahoo-finance
object-detection-with-deep-learning
demonstrating use of convolution neural networks to detect objects in a video
Stars: ✭ 17 (-22.73%)
Mutual labels:  sklearn
svm
Support Vector Machine in Javascript
Stars: ✭ 31 (+40.91%)
Mutual labels:  support-vector-machine
kserve
Serverless Inferencing on Kubernetes
Stars: ✭ 1,621 (+7268.18%)
Mutual labels:  sklearn
lda2vec
Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019
Stars: ✭ 27 (+22.73%)
Mutual labels:  sklearn
xpandas
Universal 1d/2d data containers with Transformers functionality for data analysis.
Stars: ✭ 25 (+13.64%)
Mutual labels:  sklearn
MachineLearning
机器学习教程，本教程包含基于numpy、sklearn与tensorflow机器学习，也会包含利用spark、flink加快模型训练等用法。本着能够较全的引导读者入门机器学习。
Stars: ✭ 23 (+4.55%)
Mutual labels:  sklearn
Active-Explainable-Classification
A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification
Stars: ✭ 28 (+27.27%)
Mutual labels:  sklearn
ml-time-series-analysis-on-sales-data
Time Series Decomposition techniques and random forest algorithm on sales data
Stars: ✭ 34 (+54.55%)
Mutual labels:  sklearn
codeflare
Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.
Stars: ✭ 163 (+640.91%)
Mutual labels:  sklearn
sklearn-audio-classification
An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP
Stars: ✭ 31 (+40.91%)
Mutual labels:  sklearn
Aspect-Based-Sentiment-Analysis
A python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.
Stars: ✭ 57 (+159.09%)
Mutual labels:  sklearn
View All Similar Projects ➔

Stock Predictor using machine learning

Stock Predictor is a stock price prediction program written in python. Stock prediction uses Yahoo finance to get required data and make predictions using support vector machine provided in SKlearn.

alt text

To run the program:

Using GUI:

	cd into AI-Project/Predictor
	
            python predictor_gui.py
            
              Use the window to make predictions
              
Using Shell

        cd into AI-Project/Predictor
        
		    python predictor.py <ticker> <number_of_days>
		
		    python predictor.py (-h || --help) (to see more)

Dependency:

Python 2.7
yahoo_finance
sklearn
docopt
Tkinter
numpy
pandas
(See dependency.txt for more information)

Machine learning techniques:

  1. Support Vector Machine

Markets Covered:

All the markets covered by yahoo finance will be covered by this program.

Contributors:

Prakash Dhimal  @pdhimal1
Kevin Sanford
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].