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The Top 6,159 Prediction Open Source Projects

Categories > Machine Learning > Prediction
Label Studio ⭐ 10,667
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 3total releases 159most recent commit 3 days agopypi label-studio} Downloads
Lime ⭐ 10,050
Lime: Explaining the predictions of any machine learning classifier
dependent packages 74total releases 38most recent commit 20 days agopypi lime} Downloads
Detr ⭐ 9,740
End-to-End Object Detection with Transformers
most recent commit 6 days ago
Statsmodels ⭐ 7,765
Statsmodels: statistical modeling and econometrics in Python
dependent packages 1,185total releases 30most recent commit 5 days agopypi statsmodels} Downloads
Imageai ⭐ 7,248
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
dependent packages 4total releases 9most recent commit a day agopypi imageai} Downloads
Deepctr ⭐ 6,351
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
dependent packages 5total releases 45most recent commit 25 days agopypi deepctr} Downloads
Graph_nets ⭐ 4,679
Build Graph Nets in Tensorflow
total releases 7most recent commit 2 years ago
Sqlflow ⭐ 4,501
Brings SQL and AI together.
dependent packages 1total releases 1most recent commit 4 months agopypi couler} Downloads
Bentoml ⭐ 3,993
Unified Model Serving Framework 🍱
dependent packages 10total releases 72most recent commit 5 hours agopypi BentoML} Downloads
Lstm Neural Network For Time Series Prediction ⭐ 3,774
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
most recent commit a year ago
Paddlerec ⭐ 3,496
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、T MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAM Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWi 、movielens等
total releases 4most recent commit 4 days ago
Acat ⭐ 3,137
Assistive Context-Aware Toolkit (ACAT)
most recent commit 3 years ago
Fcn.berkeleyvision.org ⭐ 3,088
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
most recent commit a year ago
Rtb Papers ⭐ 3,013
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
most recent commit a year ago
Ad Papers ⭐ 3,009
Papers on Computational Advertising
most recent commit 2 years ago
Automatic_speech_recognition ⭐ 2,743
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
most recent commit 8 months ago
Amplify Cli ⭐ 2,585
The AWS Amplify CLI is a toolchain for simplifying serverless web and mobile development.
dependent packages 40total releases 794most recent commit 3 days agonpm graphql-transformer-core} Downloads
Neural_prophet ⭐ 2,548
NeuralProphet: A simple forecasting package
total releases 7most recent commit 17 hours ago
Keras Bert ⭐ 2,281
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
dependent packages 13total releases 98most recent commit 8 months agopypi keras-bert} Downloads
Deepctr Torch ⭐ 2,107
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
dependent packages 1total releases 25most recent commit 13 days agopypi deepctr-torch} Downloads
Deep Learning Time Series ⭐ 1,811
List of papers, code and experiments using deep learning for time series forecasting
most recent commit a month ago
Nano Neuron ⭐ 1,784
🤖 NanoNeuron is 7 simple JavaScript functions that will give you a feeling of how machines can actually "learn"
most recent commit 2 years ago
Checklist ⭐ 1,724
Beyond Accuracy: Behavioral Testing of NLP models with CheckList
dependent packages 1total releases 10most recent commit a month agopypi checklist} Downloads
Ml ⭐ 1,664
A high-level machine learning and deep learning library for the PHP language.
dependent packages 14total releases 65most recent commit 15 hours agopackagist rubix/ml} Downloads
Sfmlearner ⭐ 1,637
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
most recent commit a year ago
Sparrowrecsys ⭐ 1,634
A Deep Learning Recommender System
most recent commit 8 months ago
Deeplearningfornlpinpytorch ⭐ 1,605
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
most recent commit 3 years ago
Tacotron 2 ⭐ 1,572
DeepMind's Tacotron-2 Tensorflow implementation
most recent commit 2 years ago
Ssd_keras ⭐ 1,562
A Keras port of Single Shot MultiBox Detector
most recent commit 3 years ago
Data Science Complete Tutorial ⭐ 1,556
For extensive instructor led learning
most recent commit 5 days ago
Statsforecast ⭐ 1,485
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 5total releases 11most recent commit 3 days agopypi statsforecast} Downloads
Mind ⭐ 1,474
A neural network library built in JavaScript
dependent packages 2total releases 16most recent commit 6 months agonpm node-mind} Downloads
Tensorflow Deepfm ⭐ 1,452
Tensorflow implementation of DeepFM for CTR prediction.
most recent commit 4 years ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 3 years agopypi auto_ml} Downloads
Seldon Server ⭐ 1,420
Machine Learning Platform and Recommendation Engine built on Kubernetes
total releases 44most recent commit 2 years ago
Neuronblocks ⭐ 1,365
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
most recent commit 2 years ago
Ngboost ⭐ 1,311
Natural Gradient Boosting for Probabilistic Prediction
dependent packages 5total releases 23most recent commit 3 days agopypi ngboost} Downloads
Nuscenes Devkit ⭐ 1,288
The devkit of the nuScenes dataset.
dependent packages 3total releases 21most recent commit 5 months agopypi nuscenes-devkit} Downloads
Mlbox ⭐ 1,282
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit 8 months ago
Surpriver ⭐ 1,275
Find big moving stocks before they move using machine learning and anomaly detection
most recent commit a year ago
Ml System Design Pattern ⭐ 1,259
System design patterns for machine learning
most recent commit a year ago
Clipper ⭐ 1,229
A low-latency prediction-serving system
most recent commit 2 years ago
Bulbea ⭐ 1,203
🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling
most recent commit 5 years ago
Stacknet ⭐ 1,188
StackNet is a computational, scalable and analytical Meta modelling framework
most recent commit 4 years ago
Sklearn Porter ⭐ 1,150
Transpile trained scikit-learn estimators to C, Java, JavaScript and others.
total releases 20most recent commit 4 months ago
Advancedeast ⭐ 1,134
AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.https://github.com/huoyijie/raspberrypi-c
most recent commit 2 years ago
Dalex ⭐ 1,101
moDel Agnostic Language for Exploration and eXplanation
dependent packages 22total releases 28most recent commit 16 days ago
Tensorflow Tutorials For Time Series ⭐ 1,039
TensorFlow Tutorial for Time Series Prediction
most recent commit 5 years ago
Tensorflow_object_counting_api ⭐ 1,023
🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!
most recent commit a year ago
Pytorch Struct ⭐ 1,016
Fast, general, and tested differentiable structured prediction in PyTorch
most recent commit 8 months ago
Deep Finance ⭐ 942
Datasets, papers and books on AI & Finance.
most recent commit 3 months ago
Seq2seq Signal Prediction ⭐ 909
Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
most recent commit a year ago
Chemprop ⭐ 894
Message Passing Neural Networks for Molecule Property Prediction
total releases 10most recent commit 2 days ago
Frugally Deep ⭐ 891
Header-only library for using Keras (TensorFlow) models in C++.
most recent commit 7 days ago
Fcrn Depthprediction ⭐ 873
Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)
most recent commit 3 years ago
Crane ⭐ 869
Crane is a FinOps Platform for Cloud Resource Analytics and Economics in Kubernetes clusters. The goal is not only help user to manage cloud cost easier but also ensure the quality of applications. https://gocrane.io/
total releases 12most recent commit 6 hours ago
Machinelearningstocks ⭐ 851
Using python and scikit-learn to make stock predictions
most recent commit 2 years ago
Transdim ⭐ 837
Machine learning for transportation data imputation and prediction.
most recent commit a day ago
Tensorflow 101 ⭐ 813
TensorFlow 101: Introduction to Deep Learning
most recent commit 4 months ago
Bugspots ⭐ 794
Implementation of simple bug prediction hotspot heuristic
total releases 10most recent commit 4 years ago
Telemanom ⭐ 793
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
most recent commit 2 months ago
Awesome Deep Learning Papers For Search Recommendation Advertising ⭐ 786
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
most recent commit 2 months ago
Crimekgassitant ⭐ 777
Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.
most recent commit 9 months ago
Awesome Trajectory Prediction ⭐ 771
most recent commit 4 months ago
Rnn Time Series Anomaly Detection ⭐ 769
RNN based Time-series Anomaly detector model implemented in Pytorch.
most recent commit a year ago
Python_autocomplete ⭐ 762
A simple neural network for python autocompletion
most recent commit 2 years ago
Speedchallenge ⭐ 736
The comma.ai Speed Prediction Challenge!
most recent commit 2 years ago
Reinforcement_learning_course_materials ⭐ 733
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
most recent commit 3 months ago
Deeprec ⭐ 723
推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction
most recent commit 2 years ago
Suiron ⭐ 713
Machine Learning for RC Cars
most recent commit 6 years ago
Anchor ⭐ 709
Code for "High-Precision Model-Agnostic Explanations" paper
dependent packages 2total releases 10most recent commit 2 months agopypi anchor-exp} Downloads
Breast_cancer_classifier ⭐ 703
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
most recent commit 6 months ago
Prednet ⭐ 695
Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"
total releases 2most recent commit 7 months ago
Tdc ⭐ 686
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development
dependent packages 1total releases 26most recent commit 17 hours agopypi PyTDC} Downloads
Serving ⭐ 673
A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）
dependent packages 4total releases 21most recent commit a month agopypi paddle-serving-client} Downloads
Ml Design Patterns ⭐ 655
Source code accompanying O'Reilly book: Machine Learning Design Patterns
most recent commit a year ago
Deep Learning Machine Learning Stock ⭐ 649
Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.
most recent commit 19 days ago
Deeppurpose ⭐ 648
A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)
total releases 13most recent commit 3 days ago
Treeinterpreter ⭐ 643
dependent packages 1total releases 5most recent commit 2 years agopypi treeinterpreter} Downloads
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.
most recent commit a year ago
Pystruct ⭐ 642
Simple structured learning framework for python
most recent commit a year ago
What If Tool ⭐ 637
Source code/webpage/demos for the What-If Tool
dependent packages 3total releases 38most recent commit 8 months agopypi witwidget} Downloads
Android Yolo ⭐ 608
Real-time object detection on Android using the YOLO network with TensorFlow
most recent commit a year ago
Python ⭐ 601
This repository helps you understand python from the scratch.
most recent commit 2 months ago
Megadepth ⭐ 600
Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018".
most recent commit 4 years ago
Facescape ⭐ 585
FaceScape: a Large-scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction (CVPR2020)
most recent commit 17 days ago
Eps ⭐ 582
Machine learning for Ruby
total releases 14most recent commit 24 days ago
Machine Learning Octave ⭐ 581
🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained
most recent commit 2 years ago
Wtte Rnn ⭐ 580
WTTE-RNN a framework for churn and time to event prediction
dependent packages 1total releases 5most recent commit 3 years agopypi wtte} Downloads
Magpie ⭐ 574
Deep neural network framework for multi-label text classification
most recent commit 2 years ago
Openscoring ⭐ 565
REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models
dependent packages 1total releases 34most recent commit a day ago
Next_word_prediction ⭐ 562
Using transformers to predict next word and predict <mask> word
most recent commit 2 years ago
Vecstack ⭐ 551
Python package for stacking (machine learning technique)
dependent packages 3total releases 6most recent commit 2 years agopypi vecstack} Downloads
Pdpbox ⭐ 543
python partial dependence plot toolbox
dependent packages 9total releases 3most recent commit 2 years agopypi PDPbox} Downloads
Influence Release ⭐ 533
most recent commit 2 years ago
Introneuralnetworks ⭐ 530
Introducing neural networks to predict stock prices
most recent commit 3 years ago
Time Series Prediction ⭐ 529
Deep learning time series prediction with TensorFlow
most recent commit 6 months ago
Prottrans ⭐ 514
ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.
most recent commit a month ago
Fishnet ⭐ 511
Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018
most recent commit 3 years ago
Refinenet ⭐ 500
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation
most recent commit 3 years ago
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