passion4energy Goto Github PK
Type: User
Bio: Enthusiastic about data analysis and machine learning for energy applications
Location: Germany
Type: User
Bio: Enthusiastic about data analysis and machine learning for energy applications
Location: Germany
Answers to 120 commonly asked data science interview questions.
TensorFlow implementation of a CNN based mechanical science paper
A python-based air conditioning and heat pump system model
Advance Time Series Analysis using Probabilistic Programming, Auto Regressive Neural Networks and XGBoost Regression.
Algorithms for outlier and adversarial instance detection, concept drift and metrics.
A python wrapper for Alpha Vantage API for financial data.
Convolution dictionary learning for time-series
Advanced Multilanguage Interface to CVODES and IDAS
¡AnDA! is a Python library for the Analog Data Assimilation.
Simple libraries for anomaly (outlier) detection
Anomaly detection related books, papers, videos, and toolboxes
This repository is part of an article about how to forecast and detect anomalies on time-series data. The main objective is to train a RNN regressor on the Bitcoin dataset to predict future values on then detect anomalies in the whole data window - that last step achieved by implementing a RNN Autoencoder. You'll see some other models in the notebooks that I've provided to you in case they are of your interest and this RNN regressor + RNN Autoencoder doesn't perform well for your purpose in any other scenario. The dataset used is available at https://www.kaggle.com/mczielinski/bitcoin-historical-data and contains BITCOIN/USD 1-minute candle data, from 2012-01-01 to 2020-12-31. I hope you can get advantage of this approach!
APMonitor Optimization Suite in Python
An open-source tool for quick Time Series Analysis and Forecasting
ARMA/ARIMA toolbox for Python 3
ArrayFire: a general purpose GPU library.
Exploratory analysis of Bayesian models with Python
Assimulo is a simulation package for solving ordinary differential equations.
Tutorial on nonlinear time series analysis
Autoencoder model for rare event classification
Automatic learning-rate scheduler
A command-line utility program for automating the trivial, frequently occurring data preparation tasks: missing value interpolation, outlier removal, and encoding categorical variables.
A curated list of awesome Dash (plotly) resources
A curated list of awesome Deep Learning tutorials, projects and communities.
A curated list of awesome Machine Learning frameworks, libraries and software.
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
A curated list of awesome Python frameworks, libraries, software and resources
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
List of tools & datasets for anomaly detection on time-series data.
Adaptive Experimentation Platform
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.