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The Top 990 Prediction Open Source Projects on Github

Categories > Machine Learning > Prediction
Imageai ⭐ 6,700
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Amplify Cli ⭐ 2,387
The AWS Amplify CLI is a toolchain for simplifying serverless web and mobile development.
Neural_prophet ⭐ 1,644
NeuralProphet: A simple forecasting package
Ml ⭐ 1,486
A high-level machine learning and deep learning library for the PHP language.
Seldon Server ⭐ 1,420
Machine Learning Platform and Recommendation Engine built on Kubernetes
Mind ⭐ 1,397
A neural network library built in JavaScript
Deep Learning Time Series ⭐ 1,272
List of papers, code and experiments using deep learning for time series forecasting
Mlbox ⭐ 1,242
MLBox is a powerful Automated Machine Learning python library.
Bulbea ⭐ 1,203
🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling
Frugally Deep ⭐ 805
Header-only library for using Keras models in C++.
Rnn Time Series Anomaly Detection ⭐ 769
RNN based Time-series Anomaly detector model implemented in Pytorch.
Vehicle_counting_tensorflow ⭐ 643
🚘 "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.
Android Yolo ⭐ 608
Real-time object detection on Android using the YOLO network with TensorFlow
Machine Learning Octave ⭐ 581
🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained
Magpie ⭐ 574
Deep neural network framework for multi-label text classification
Introneuralnetworks ⭐ 530
Introducing neural networks to predict stock prices
Serving ⭐ 519
A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）
Deep Learning Machine Learning Stock ⭐ 405
Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.
Prerender.js ⭐ 368
Fast webpages for all browsers.
Fbp ⭐ 364
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）.
Ggeffects ⭐ 362
Estimated Marginal Means and Marginal Effects from Regression Models for ggplot2
Dota2 Predictor ⭐ 329
Tool that predicts the outcome of a Dota 2 game using Machine Learning
Python ⭐ 328
This repository helps you understand python from the scratch.
Tensorflow Resources ⭐ 327
Curated Tensorflow code resources to help you get started with Deep Learning.
Mathematicaforprediction ⭐ 313
Mathematica implementations of machine learning algorithms used for prediction and personalization.
Stock Analysis ⭐ 312
Regression, Scrapers, and Visualization
Rugby Ranker ⭐ 254
An Android app for viewing and predicting the latest World Rugby rankings 🏉
Timemachines ⭐ 204
Continuously evaluated, functional, incremental, time-series forecasting
Achoo ⭐ 197
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!
Opentraj ⭐ 187
Human Trajectory Prediction Dataset Benchmark (ACCV 2020)
Clinicalbert ⭐ 183
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)
Pylot ⭐ 180
Modular autonomous driving platform running on the CARLA simulator and real-world vehicles.
My_bibliography_for_research_on_autonomous_driving ⭐ 175
Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"
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
Machine Learning And Ai In Trading ⭐ 169
Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std.
Bmw Tensorflow Inference Api Cpu ⭐ 165
This is a repository for an object detection inference API using the Tensorflow framework.
Dspp Keras ⭐ 157
Protein order and disorder data for Keras, Tensor Flow and Edward frameworks with automated update cycle made for continuous learning applications.
Augustus ⭐ 153
Genome annotation with AUGUSTUS
Stacking ⭐ 153
Stacked Generalization (Ensemble Learning)
Open Solution Toxic Comments ⭐ 152
Open solution to the Toxic Comment Classification Challenge
Predictive Horizontal Pod Autoscaler ⭐ 151
Horizontal Pod Autoscaler built with predictive abilities using statistical models
Dynamics ⭐ 144
A Compositional Object-Based Approach to Learning Physical Dynamics
Tennis Crystal Ball ⭐ 139
Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data Analysis and Prediction
Coinpusher ⭐ 135
📈 real-time cryptocurrency chart prediction based on neuronal-networks
Neural Cli ⭐ 135
command line neural network
Sweep ⭐ 133
Extending broom for time series forecasting
Openfoodfacts Ai ⭐ 126
This is a tracking repo for all our AI projects. 🍕 🤖🍼
Graphembeddingrecommendationsystem ⭐ 126
Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.
Machinelearning ⭐ 122
An easy neural network for Java!
Tcdf ⭐ 121
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
Climpred ⭐ 114
🌎 Verification of weather and climate forecasts 🌍
Vision Based Prediction ⭐ 111
Deep Learning for Vision-based Prediction
Stock Price Predictor ⭐ 107
This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
Prediction Builder ⭐ 103
A library for machine learning that builds predictions using a linear regression.
Antsr ⭐ 94
Advanced Normalization Tools in R
Keras Timeseries Prediction ⭐ 94
Time series prediction with Sequential Model and LSTM units
Skpro ⭐ 93
Supervised domain-agnostic prediction framework for probabilistic modelling
Bitcoin Value Predictor ⭐ 90
[NOT MAINTAINED] Predicting Bit coin price using Time series analysis and sentiment analysis of tweets on bitcoin
Automatminer ⭐ 85
An automatic engine for predicting materials properties.
Btctrading ⭐ 83
Time Series Forecast with Bitcoin value, to detect upward/down trends with Machine Learning Algorithms
Ergo ⭐ 82
A Python library for integrating model-based and judgmental forecasting
Flink Jpmml ⭐ 82
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
Mirdeep2 ⭐ 81
Discovering known and novel miRNAs from small RNA sequencing data
Prediction ⭐ 78
Tidy, Type-Safe 'prediction()' Methods
Ai Reading Materials ⭐ 77
Some of the ML and DL related reading materials, research papers that I've read
Timeseriesprediction.jl ⭐ 77
Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis
Limit_orderbook_prediction ⭐ 74
Nerd ⭐ 72
NeRD: Neural 3D Reflection Symmetry Detector
Dspn ⭐ 72
[NeurIPS 2019] Deep Set Prediction Networks
Covid19 ⭐ 72
Using Kalman Filter to Predict Corona Virus Spread
Foot ⭐ 71
foot是一个集足球数据采集器,简单分析的项目.AI足球球探为程序全自动处理,全程无人为参与干预足球分析足球预测程序.程序根据各大指数多维度数据,结合作者多年足球分析经验,精雕细琢,集天地之灵气,汲日月之精华,历时七七四十九天,经Bug九九八十一个,编码而成.有兴趣的朋友,可以关注一下公众号AI球探(微信号ai00268).
Ad_prediction ⭐ 70
Alzheimer's Disease Prediction by using ResNet, AlexNet
Sentometrics ⭐ 69
An integrated framework in R for textual sentiment time series aggregation and prediction
Plasflow ⭐ 61
Software for prediction of plasmid sequences in metagenomic assemblies
Imagesetcleaner ⭐ 61
Semi-supervised tool for cleaning image dataset , using deep learning.
Pipeliner ⭐ 61
Machine learning pipelines for R.
Verif ⭐ 60
Software for verifying weather forecasts
Stock Forecast ⭐ 60
Simple stock & cryptocurrency price forecasting console application, using PHP Machine Learning library (https://github.com/php-ai/php-ml)
Deep Learning Model Deploy With Django ⭐ 60
Serving a keras model (neural networks) in a website with the python Django-REST framework.
P2rank ⭐ 59
P2Rank: Protein-ligand binding site prediction tool based on machine learning. Stand-alone command line program / Java library for predicting ligand binding pockets from protein structure.
Infer ⭐ 59
🔮 Use TensorFlow models in Go to evaluate Images (and more soon!)
Stgcn ⭐ 59
implementation of STGCN for traffic prediction in IJCAI2018
Wimp ⭐ 58
[arXiv] What-If Motion Prediction for Autonomous Driving ❓🚗💨
Graph Pattern Learner ⭐ 58
Evolutionary Graph Pattern Learner that learns SPARQL queries for a given set of source-target-pairs from an endpoint.
Deepzip ⭐ 56
NN based lossless compression
Leetcode Rating Predictor ⭐ 56
Leetcode Rating Predictor built with Node. Browser extension and web interface.
Deep Segmentation ⭐ 55
CNNs for semantic segmentation using Keras library
Transitime ⭐ 55
TheTransitClock real-time transit information system
Fifa World Cup Prediction ⭐ 53
Predict who will win the FIFA World Cup 2018
Tensorflow Lstm Sin ⭐ 52
TensorFlow 1.3 experiment with LSTM (and GRU) RNNs for sine prediction
Tfaas ⭐ 51
TensorFlow as a Service, a general purpose framework to serve TF models.
Node_apply Magic Sauce ⭐ 47
Nba Predict ⭐ 46
Predicts Daily NBA Games Using a Logistic Regression Model
Gpt2 Telegram Chatbot ⭐ 46
GPT-2 Telegram Chat bot
Facial Recognition Tool ⭐ 45
➰ A Facial Recognition tool based on Open-CV.
Tracknpred ⭐ 44
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.
Orange3 Timeseries ⭐ 43
🍊 📈 Orange add-on for analyzing, visualizing, manipulating, and forecasting time series data.
Rectinet ⭐ 42
A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping
Ageestimateadience ⭐ 42
Age and Gender Estimation Using Convolutional Neural Network
Stock Return Prediction Using Knn Svm Guassian Process Adaboost Tree Regression And Qda ⭐ 42
Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks
1-100 of 990 projects

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