All Categories → Machine Learning → prediction

Top 146 prediction open source projects

Stock for Deep Learning and Machine Learning

✭ 240

jupyter-notebook deep-learning machine-learning data-science algorithms data-visualization data-analysis trading stock-market prediction feature-extraction feature-engineering stock-data stock-price-prediction

Rugby Ranker

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

✭ 245

kotlin android prediction

Spectral Trajectory And Behavior Prediction

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

✭ 236

python graph prediction traffic vehicle

Tcdf

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

✭ 217

python jupyter-notebook machine-learning pytorch neural-networks cnn timeseries prediction forecasting

Achoo

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!

✭ 200

python r html data-science raspberry-pi weather prediction diy

My bibliography for research on autonomous driving

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

✭ 197

reinforcement-learning prediction end-to-end imitation-learning bibliography

Clinicalbert

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

✭ 175

jupyter-notebook prediction

Stacking

Stacked Generalization (Ensemble Learning)

✭ 173

python scikit-learn prediction xgboost ensemble-learning stacking

Unity Fastpacedmultiplayer

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

✭ 162

unity server networking client multiplayer prediction unet entity interpolation

Dspp Keras

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

✭ 160

python machine-learning tensorflow database keras ai dataset polymer prediction biology

Dynamics

A Compositional Object-Based Approach to Learning Physical Dynamics

✭ 159

lua deep-learning artificial-intelligence deep-neural-networks ai node-js unsupervised-learning physics prediction modeling physics-simulation recursion torch7

Open Solution Toxic Comments

Open solution to the Toxic Comment Classification Challenge

✭ 154

python python3 deep-learning machine-learning nlp data-science pipeline kaggle prediction challenge kaggle-competition competition

Stock Price Predictor

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

✭ 146

python html jupyter-notebook deep-learning machine-learning lstm numpy pandas recurrent-neural-networks keras-tensorflow prediction capstone

Opentraj

Human Trajectory Prediction Dataset Benchmark (ACCV 2020)

✭ 144

python dataset self-driving-car prediction

Graphembeddingrecommendationsystem

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

✭ 144

python graph prediction rating recommendation-system

Sweep

Extending broom for time series forecasting

✭ 143

r time-series time timeseries prediction tidyverse forecast

Coinpusher

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

✭ 141

javascript ethereum bitcoin cryptocurrency real-time charts prediction litecoin

Neural Cli

command line neural network

✭ 139

python neural-network prediction

Augustus

Genome annotation with AUGUSTUS

✭ 129

annotation prediction discovery genome

Machinelearning

An easy neural network for Java!

✭ 122

java machine-learning neural-network artificial-intelligence learning lightweight matrix easy-to-use prediction matrices

Bulbea

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

✭ 1,585

python Makefile deep-learning machine-learning finance sentiment-analysis stock-market quantitative-finance prediction quantitative-trading stock-prediction stock-market-prediction

Mind

A neural network library built in JavaScript

✭ 1,466

javascript Makefile neural-network prediction mind

Seldon Server

Machine Learning Platform and Recommendation Engine built on Kubernetes

Tennis Crystal Ball

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

✭ 107

java machine-learning database data-science statistics data-analysis big-data bigdata prediction sports forecast

Skpro

Supervised domain-agnostic prediction framework for probabilistic modelling

✭ 107

python machine-learning framework data-science prediction sklearn

Pylot

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

✭ 104

python machine-learning control autonomous-driving prediction autonomous-vehicles

Keras Timeseries Prediction

Time series prediction with Sequential Model and LSTM units

✭ 100

python machine-learning keras lstm prediction

Btctrading

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

✭ 99

jupyter-notebook deep-learning machine-learning bitcoin deep-neural-networks time-series machine-learning-algorithms prediction xgboost future forecast

Bitcoin Value Predictor

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

✭ 91

jupyter-notebook machine-learning bitcoin big-data prediction pyspark stock-price-prediction

Tracknpred

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.

✭ 88

python deep-learning yolo prediction cvpr

Flink Jpmml

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

✭ 88

scala prediction

Stgcn

implementation of STGCN for traffic prediction in IJCAI2018

✭ 87

python deep-learning prediction traffic

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

✭ 1,270

deep-learning machine-learning data-science neural-network natural-language-processing artificial-intelligence algorithm ai analytics classification clustering regression anomaly-detection prediction machine-learning-library

Ergo

A Python library for integrating model-based and judgmental forecasting

✭ 82

python jupyter-notebook prediction forecasting

Dspn

[NeurIPS 2019] Deep Set Prediction Networks

✭ 80

python deep-learning prediction set

Ai Reading Materials

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

✭ 79

python deep-learning machine-learning neural-network artificial-intelligence reinforcement-learning lstm ocr paper face-detection face-recognition recurrent-neural-networks bots prediction mit

Mlbox

MLBox is a powerful Automated Machine Learning python library.

✭ 1,199

python deep-learning machine-learning data-science keras optimization classification distributed pipeline kaggle automl regression encoding prediction xgboost lightgbm automated-machine-learning stacking

Mirdeep2

Discovering known and novel miRNAs from small RNA sequencing data

✭ 70

perl analysis mapping prediction sequencing

Deep Segmentation

CNNs for semantic segmentation using Keras library

✭ 69

python deep-learning tensorflow keras dataset segmentation semantic-segmentation prediction

Deepzip

NN based lossless compression

✭ 69

python cnn lstm compression prediction

Neural prophet

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

✭ 1,125

python machine-learning pytorch neural-network artificial-intelligence time-series timeseries prediction forecasting forecast neural

Limit orderbook prediction

✭ 61

python machine-learning keras lstm prediction

Tensorflow Lstm Sin

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

✭ 52

python tensorflow neural-network lstm recurrent-neural-networks timeseries prediction experiment gru

Bevel

Ordinal regression in Python

✭ 41

python inference prediction pandas-dataframe

Gpt2 Telegram Chatbot

GPT-2 Telegram Chat bot

✭ 41

python script tensorflow bot google chat learning telegram chatbot text prediction machine generation intelligence

Online Relationship Learning

Unsupervised ML algorithm for predictive modeling and time-series analysis

✭ 34

python react machine-learning artificial-intelligence optimization prediction artificial-neural-networks

Attentive Neural Processes

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

✭ 33

jupyter-notebook pytorch rnn attention prediction

Typing Assistant

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

✭ 32

javascript python css nlp natural-language-processing keyboard prediction corpus autocompletion

Gpdotnetv4

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

✭ 19

machine-learning genetic-algorithm prediction artificial-neural-networks

Deep Learning Time Series

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

✭ 796

python3 jupyter-notebook deep-learning pytorch tensorflow deep-neural-networks lstm time-series recurrent-neural-networks prediction lstm-neural-networks

Imageai

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