The Top 69 Prediction Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 69 Prediction Open Source Projects

Categories > Machine Learning > Prediction

Imageai ⭐ 6,344

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

Bulbea ⭐ 1,515

🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling

A neural network library built in JavaScript

Seldon Server ⭐ 1,430

Machine Learning Platform and Recommendation Engine built on Kubernetes

A high-level machine learning and deep learning library for the PHP language.

Neural_prophet ⭐ 1,325

NeuralProphet - A simple forecasting model based on Neural Networks in PyTorch

Mlbox ⭐ 1,232

MLBox is a powerful Automated Machine Learning python library.

Deep Learning Time Series ⭐ 1,052

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

Rnn Time Series Anomaly Detection ⭐ 768

RNN based Time-series Anomaly detector model implemented in Pytorch.

Frugally Deep ⭐ 759

Header-only library for using Keras models in C++.

Machine Learning Octave ⭐ 676

🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained

Vehicle_counting_tensorflow ⭐ 632

🚘 "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

Deep neural network framework for multi-label text classification

Android Yolo ⭐ 607

Real-time object detection on Android using the YOLO network with TensorFlow

Introneuralnetworks ⭐ 520

Introducing neural networks to predict stock prices

Serving ⭐ 468

A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）

Prerender.js ⭐ 413

Fast webpages for all browsers.

This repository helps you understand python from the scratch.

FBP项目全称FootBallPrediction，历经9个月完成的足球比赛预测项目。项目结合大数据+机器学习，不断摸索开发了一个程序。程序根据各大公司赔率多维度预测足球比赛结果（包含胜和不胜）。机器学习用的是自己建立的“三木板模型”算法，已在国家期刊发表论文并被万方数据库收录，详见_ML_文件。目前准确率可达80%。该项目在自己创建的微信群里已经吸引了很多人，附件为群讨论截图，并且每天均有部分人根据预测结果参考投注竞彩，参考的人都获得了相应的收益。现在想通过认识更多的有识之士，一起探索如何将项目做大做强，找到合伙人，实现共赢。希望感兴趣的同仁联系本人，微信号acredjb。公众号AI金胆（或AI-FBP），每天都有程序预测的足球比赛。程序优势请看Advantages和README文件。程序3.0版本：（第三轮目前13中12） 8月10日：13让负（正确） 8月11日：27让负（正确） 8月12日：11让负（正确） 8月13日：6胜（不正确） 8月14日：25让负（正确） 8月15日：无预测 8月16日：1胜（正确） 8月17日：6让负（正确） 8月18日：16胜（正确） 8月19日：34让负（正确） ... 1.0版本（第一轮为11中9） 2.0版本（第二轮13中11）.

Dota2 Predictor ⭐ 340

Tool that predicts the outcome of a Dota 2 game using Machine Learning

Tensorflow Resources ⭐ 332

Curated Tensorflow code resources to help you get started with Deep Learning.

Deep Learning Machine Learning Stock ⭐ 325

Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.

Mathematicaforprediction ⭐ 296

Mathematica implementations of machine learning algorithms used for prediction and personalization.

Stock Analysis ⭐ 294

Regression, Scrapers, and Visualization

Spectral Trajectory And Behavior Prediction ⭐ 280

This is the code base for Trajectory and Driver Behavior Prediction in Autonomous Vehicles using Spectral Graph Theory

Machine Learning And Ai In Trading ⭐ 275

Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std.

Rugby Ranker ⭐ 256

An Android app for viewing and predicting the latest World Rugby rankings 🏉

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

My_bibliography_for_research_on_autonomous_driving ⭐ 227

Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"

Achoo uses a Raspberry Pi to predict if my son will need his inhaler on any given day using weather, pollen, and air quality data. If the prediction for a given day is above a specified threshold, the Pi will email his school nurse, and myself, notifying her that he may need preemptive treatment. Community-sourced health monitoring!

Clinicalbert ⭐ 194

ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)

Opentraj ⭐ 191

Human Trajectory Prediction Dataset Benchmark (ACCV 2020)

Stacking ⭐ 178

Stacked Generalization (Ensemble Learning)

Unity Fastpacedmultiplayer ⭐ 172

Features a Networking Framework to be used on top of Unity Networking, in order to implement an Authoritative Server with Lag Compensation, Client-Side Prediction/Server Reconciliation and Entity Interpolation

Stock Price Predictor ⭐ 163

This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.

Dynamics ⭐ 160

A Compositional Object-Based Approach to Learning Physical Dynamics

Dspp Keras ⭐ 160

Protein order and disorder data for Keras, Tensor Flow and Edward frameworks with automated update cycle made for continuous learning applications.

Graphembeddingrecommendationsystem ⭐ 155

Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.

Modular autonomous driving platform running on the CARLA simulator and real-world vehicles.

Open Solution Toxic Comments ⭐ 153

Open solution to the Toxic Comment Classification Challenge

Coinpusher ⭐ 152

📈 real-time cryptocurrency chart prediction based on neuronal-networks

Extending broom for time series forecasting

Augustus ⭐ 142

Genome annotation with AUGUSTUS

Neural Cli ⭐ 138

command line neural network

Tennis Crystal Ball ⭐ 128

Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data Analysis and Prediction

Machinelearning ⭐ 122

An easy neural network for Java!

Btctrading ⭐ 112

Time Series Forecast with Bitcoin value, to detect upward/down trends with Machine Learning Algorithms

Supervised domain-agnostic prediction framework for probabilistic modelling

Tracknpred ⭐ 102

This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy Sensor Inputs". This codebase contains implementations for several trajectory prediction methods including Social-GAN and TraPHic.

Keras Timeseries Prediction ⭐ 100

Time series prediction with Sequential Model and LSTM units

Bitcoin Value Predictor ⭐ 92

[NOT MAINTAINED] Predicting Bit coin price using Time series analysis and sentiment analysis of tweets on bitcoin

implementation of STGCN for traffic prediction in IJCAI2018

Flink Jpmml ⭐ 89

flink-jpmml is a fresh-made library for dynamic real time machine learning predictions built on top of PMML standard models and Apache Flink streaming engine

A Python library for integrating model-based and judgmental forecasting

[NeurIPS 2019] Deep Set Prediction Networks

Ai Reading Materials ⭐ 82

Some of the ML and DL related reading materials, research papers that I've read

NN based lossless compression

NeRD: Neural 3D Reflection Symmetry Detector

Mirdeep2 ⭐ 74

Discovering known and novel miRNAs from small RNA sequencing data

Deep Segmentation ⭐ 71

CNNs for semantic segmentation using Keras library

Limit_orderbook_prediction ⭐ 70

Tensorflow Lstm Sin ⭐ 52

TensorFlow 1.3 experiment with LSTM (and GRU) RNNs for sine prediction

Ordinal regression in Python

Gpt2 Telegram Chatbot ⭐ 45

GPT-2 Telegram Chat bot

Attentive Neural Processes ⭐ 41

implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)

Online Relationship Learning ⭐ 34

Unsupervised ML algorithm for predictive modeling and time-series analysis

Typing Assistant ⭐ 33

Typing Assistant provides the ability to autocomplete words and suggests predictions for the next word. This makes typing faster, more intelligent and reduces effort.

Gpdotnetv4 ⭐ 20

C# implementation of the various algorithms based on Genetic Algorithm, Genetic Programming and Artificial Neural Networks.

Loan Prediction Dataset ⭐ 13

1-69 of 69 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210