Predictive Analytics Libraries - Page 7

Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)

Python 49Updated: 4 y ago License: No License (No License)

The Engagement Meter calculates and shows engagement levels of an audience participating in a meeting

JavaScript 49Updated: 3 y ago License: Proprietary (Proprietary)

This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting package to generate a dynamic forecast from your own data.

Python 49Updated: 2 y ago License: Permissive (MIT)

Recurrent Neural Network Implementations for Time Series Forecasting

Shell 49Updated: 4 y ago License: No License (No License)

Winners of the Power Laws forecasting competition

HTML 49Updated: 4 y ago License: No License (No License)

C++ interface for hpipm, a high-performance interior point MPC solver

C++ 49Updated: 2 y ago License: Permissive (MIT)

Codes for the IJCAI2022 paper: Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis

Python 49Updated: 2 y ago License: No License (No License)

Tools to query Bank of Russia

Python 48Updated: 4 y ago License: Permissive (BSD-3-Clause)

Code of the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19

Python 48Updated: 4 y ago License: Permissive (MIT)

This Python function dm_test implements the Diebold-Mariano Test (1995) to statistically test forecast accuracy equivalence for 2 sets of predictions with modification suggested by Harvey et. al (1997).

Python 48Updated: 4 y ago License: Permissive (MIT)

We use weather data of Ulsan, Korea from 1980 to 2017 to predict temperature.

Python 48Updated: 4 y ago License: No License (No License)

A command line tool to show weather from forecast.io

JavaScript 48Updated: 4 y ago License: Permissive (MIT)

Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)

Python 48Updated: 4 y ago License: No License (No License)

Working with sentiment analysis.

R 48Updated: 5 y ago License: No License (No License)

Codes for # ACL2019 paper "Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis", which contains TNet-Att(+AS) and MN(+AS)

Python 47Updated: 4 y ago License: No License (No License)

PHP wrapper for Fixer.io, a service for foreign exchange rates

PHP 47Updated: 4 y ago License: Permissive (MIT)

Anomaly detection and forecasting API

R 47Updated: 4 y ago License: Strong Copyleft (GPL-3.0)

BIOMOD is a computer platform for ensemble forecasting of species distributions, enabling the treatment of a range of methodological uncertainties in models and the examination of species-environment relationships.

R 47Updated: 2 y ago License: No License (No License)

Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments

Jupyter Notebook 47Updated: 3 y ago License: No License (No License)

A unified interface to many trajectory forecasting datasets.

Python 47Updated: 2 y ago License: Permissive (Apache-2.0)

Sentiment Analysis-Pytorch(情感分析的Pytorch实现)

Python 46Updated: 2 y ago License: Permissive (MIT)

这是本人第一次数据算法比赛实录。主要整理记录2017年CCF大数据与计算智能竞赛使用的模型和实现代码，选择了基于主题的文本情感分析赛题。采用情感词典+自定义规则完成比赛，成绩：136/796。

Python 46Updated: 4 y ago License: No License (No License)

Find outliers in a dataset.

JavaScript 46Updated: 4 y ago License: No License (No License)

(Python, R, C++) Explainable outlier/anomaly detection through decision tree conditioning

C++ 46Updated: 2 y ago License: Strong Copyleft (GPL-3.0)

IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder

Python 45Updated: 2 y ago License: No License (No License)

Javascript visualisation tool for anomalies and patterns in tabular data, using D3.

JavaScript 45Updated: 4 y ago License: Permissive (MIT)

Exchange rates/Currency Converter Library for PHP

PHP 45Updated: 4 y ago License: Permissive (MIT)

UFS Short-Range Weather Application

Shell 45Updated: 2 y ago License: Proprietary (Proprietary)

Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

C++ 45Updated: 4 y ago License: Permissive (Apache-2.0)

A Kibana plugin providing visualizations for anomaly detection in Open Distro.

TypeScript 45Updated: 3 y ago License: Permissive (Apache-2.0)

Hidden Markov Model (HMM) based stock forecasting

Python 44Updated: 4 y ago License: No License (No License)

Weather information for Node.js

JavaScript 44Updated: 2 y ago License: No License (No License)

Node.js module to get weather forecast data in JSON format from yr.no service.

JavaScript 44Updated: 4 y ago License: Permissive (MIT)

Scripts for exploring emotions in GitHub messages

R 44Updated: 5 y ago License: Permissive (MIT)

Using Technical, Fundamental, and Sentimental Analysis with Machine Learning

Jupyter Notebook 44Updated: 3 y ago License: No License (No License)

细粒度情感分析repository2：细粒度情感分析接口，aspect-based sentiment analysis based on HMM.

Python 43Updated: 2 y ago License: No License (No License)

🍊 :chart_with_upwards_trend: Orange add-on for analyzing, visualizing, manipulating, and forecasting time series data.

Python 43Updated: 3 y ago License: Proprietary (Proprietary)

IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018

Python 43Updated: 4 y ago License: Permissive (MIT)

video anomaly detection

Python 43Updated: 2 y ago License: Permissive (MIT)

Structured Prediction Helps 3D Human Motion Modelling - ICCV '19

Python 42Updated: 4 y ago License: Strong Copyleft (GPL-3.0)

Implementation of the Maximally Divergent Intervals algorithm for Anomaly Detection in multivariate spatio-temporal time-series.

C++ 42Updated: 4 y ago License: Weak Copyleft (LGPL-3.0)

Simple implementation of Isolation Forest

Jupyter Notebook 42Updated: 3 y ago License: Proprietary (Proprietary)

Tutorial for Chinese Sentiment analysis with hotel review data

Python 41Updated: 4 y ago License: No License (No License)

anomaly detection by one-class SVM

Python 41Updated: 4 y ago License: Permissive (MIT)

#Deep One class #Anomaly Detection

Python 41Updated: 4 y ago License: No License (No License)

cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"

Python 41Updated: 4 y ago License: Strong Copyleft (GPL-3.0)

Sentiment analysis with SentiWordNet 3.0

Python 41Updated: 4 y ago License: No License (No License)

AFINN 111 (list of English words rated for valence) in JSON

JavaScript 41Updated: 4 y ago License: Permissive (MIT)

Library for High-Performance implementation of solvers for MPC.

C 41Updated: 4 y ago License: Weak Copyleft (LGPL-2.1)

Identify atypical data and receive automatic notifications

Java 41Updated: 2 y ago License: Permissive (Apache-2.0)