The Top 68 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 68 Prediction Open Source Projects

Categories > Machine Learning > Prediction

Imageai ⭐ 6,071

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

Bulbea ⭐ 1,469

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

A neural network library built in JavaScript

Seldon Server ⭐ 1,428

Machine Learning Platform and Recommendation Engine built on Kubernetes

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

Mlbox ⭐ 1,209

MLBox is a powerful Automated Machine Learning python library.

Neural_prophet ⭐ 1,191

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

Deep Learning Time Series ⭐ 861

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

Rnn Time Series Anomaly Detection ⭐ 738

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

Frugally Deep ⭐ 734

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

Machine Learning Octave ⭐ 652

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

Deep neural network framework for multi-label text classification

Android Yolo ⭐ 605

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

Vehicle_counting_tensorflow ⭐ 598

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

Introneuralnetworks ⭐ 492

Introducing neural networks to predict stock prices

Serving ⭐ 414

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

Prerender.js ⭐ 414

Fast webpages for all browsers.

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 ⭐ 334

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.

This repository helps you understand python from the scratch.

Mathematicaforprediction ⭐ 290

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

Deep Learning Machine Learning Stock ⭐ 281

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

Stock Analysis ⭐ 262

Regression, Scrapers, and Visualization

Machine Learning And Ai In Trading ⭐ 261

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

Rugby Ranker ⭐ 247

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

Spectral Trajectory And Behavior Prediction ⭐ 242

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

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

My_bibliography_for_research_on_autonomous_driving ⭐ 208

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 ⭐ 179

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

Stacking ⭐ 173

Stacked Generalization (Ensemble Learning)

Unity Fastpacedmultiplayer ⭐ 165

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

Dspp Keras ⭐ 160

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

Dynamics ⭐ 159

A Compositional Object-Based Approach to Learning Physical Dynamics

Opentraj ⭐ 158

Human Trajectory Prediction Dataset Benchmark (ACCV 2020)

Open Solution Toxic Comments ⭐ 154

Open solution to the Toxic Comment Classification Challenge

Stock Price Predictor ⭐ 151

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

Graphembeddingrecommendationsystem ⭐ 146

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

Extending broom for time series forecasting

Coinpusher ⭐ 144

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

Neural Cli ⭐ 138

command line neural network

Augustus ⭐ 129

Genome annotation with AUGUSTUS

Machinelearning ⭐ 121

An easy neural network for Java!

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

Tennis Crystal Ball ⭐ 110

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

Supervised domain-agnostic prediction framework for probabilistic modelling

Keras Timeseries Prediction ⭐ 100

Time series prediction with Sequential Model and LSTM units

Btctrading ⭐ 100

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

Bitcoin Value Predictor ⭐ 90

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

Tracknpred ⭐ 90

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.

implementation of STGCN for traffic prediction in IJCAI2018

Flink Jpmml ⭐ 88

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 ⭐ 81

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

NN based lossless compression

Mirdeep2 ⭐ 72

Discovering known and novel miRNAs from small RNA sequencing data

NeRD: Neural 3D Reflection Symmetry Detector

Deep Segmentation ⭐ 69

CNNs for semantic segmentation using Keras library

Limit_orderbook_prediction ⭐ 65

Tensorflow Lstm Sin ⭐ 52

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

Gpt2 Telegram Chatbot ⭐ 42

GPT-2 Telegram Chat bot

Ordinal regression in Python

Attentive Neural Processes ⭐ 35

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 ⭐ 32

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 ⭐ 19

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

1-68 of 68 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