Awesome Open Source
Awesome Open Source
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📦 10
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📦 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
Mind
⭐
1,434
A neural network library built in JavaScript
Seldon Server
⭐
1,428
Machine Learning Platform and Recommendation Engine built on Kubernetes
Ml
⭐
1,303
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
Magpie
⭐
623
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
⭐
344
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.
Python
⭐
313
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
Tcdf
⭐
222
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
⭐
201
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.
Sweep
⭐
144
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!
Pylot
⭐
113
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
Skpro
⭐
108
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.
Stgcn
⭐
89
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
Ergo
⭐
85
A Python library for integrating model-based and judgmental forecasting
Dspn
⭐
83
[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
Deepzip
⭐
73
NN based lossless compression
Mirdeep2
⭐
72
Discovering known and novel miRNAs from small RNA sequencing data
Nerd
⭐
70
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
Bevel
⭐
41
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
All Projects
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
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
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