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Top 83 supervised-learning open source projects

Data Science Free

Free Resources For Data Science created by Shubham Kumar

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deep-learning machine-learning data-science reinforcement-learning statistics ml supervised-learning q-learning courses

Face.evolve.pytorch

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Caffe Deepbinarycode

Supervised Semantics-preserving Deep Hashing (TPAMI18)

✭ 206

deep-learning convolutional-neural-networks caffe image-retrieval hashing supervised-learning

Laurae

Advanced High Performance Data Science Toolbox for R by Laurae

✭ 203

r machine-learning data-science xgboost supervised-learning

Shallowlearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

✭ 196

python machine-learning neural-network scikit-learn text-classification word2vec text-mining word-embeddings supervised-learning fasttext gensim online-learning

Imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

✭ 194

python jupyter-notebook machine-learning tutorial data-science artificial-intelligence demo ai statistics scikit-learn ml supervised-learning interpretability

Free Ai Resources

🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!

✭ 192

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Homlr

Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.

✭ 185

r css machine-learning data-science unsupervised-learning supervised-learning

Hover

🚤 Never spend O(n) to annotate data again. Fun and precision come free.

✭ 183

python machine-learning visualization jupyter annotation supervised-learning

Cnn Svm

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

✭ 170

python deep-learning machine-learning tensorflow artificial-intelligence convolutional-neural-networks classification artificial-neural-networks supervised-learning

Machine Learning Models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

✭ 160

matlab neural-network machine-learning-algorithms logistic-regression random-forest supervised-learning linear-regression decision-trees kmeans

Remixautoml

R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.

✭ 159

r machine-learning classification unsupervised-learning recommender-system regression timeseries anomaly-detection xgboost feature-engineering supervised-learning gpu-acceleration transformations automated-machine-learning h2o

Stanford Cs 229 Machine Learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

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deep-learning machine-learning data-science cheatsheet unsupervised-learning supervised-learning cs229 ml-cheatsheet

Machinelearning

【火炉炼AI】-机器学习系列文章

✭ 144

jupyter-notebook machine-learning supervised-learning

Interactive machine learning

IPython widgets, interactive plots, interactive machine learning

✭ 140

python jupyter-notebook machine-learning animation data-science statistics analytics classification scikit-learn interactive regression supervised-learning

Complete Life Cycle Of A Data Science Project

Complete-Life-Cycle-of-a-Data-Science-Project

✭ 140

deep-learning machine-learning pytorch data-science reinforcement-learning analysis unsupervised-learning transfer-learning datasets feature-engineering supervised-learning eda series exploratory-data-analysis

Ssrn

This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".

✭ 138

python deep-learning supervised-learning

Reptile Pytorch

A PyTorch implementation of OpenAI's REPTILE algorithm

✭ 129

jupyter-notebook deep-learning pytorch deep-neural-networks supervised-learning

Ycml

A Machine Learning and Optimization framework for Objective-C and Swift (MacOS and iOS)

✭ 118

ios machine-learning macos neural-network regression supervised-learning

Isl Python

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

✭ 108

jupyter-notebook machine-learning bootstrap logistic-regression random-forest supervised-learning linear-regression pca lda

Ml Lib

An extensive machine learning library, made from scratch (Python).

✭ 102

python machine-learning machine-learning-algorithms unsupervised-learning supervised-learning machine-learning-library

Keras Video Classifier

Keras implementation of video classifier

✭ 100

python convolutional-neural-networks lstm timeseries video-processing supervised-learning

Uis Rnn

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

✭ 1,308

python machine-learning clustering supervised-learning

Malware Classification

Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification

✭ 88

python deep-learning machine-learning tensorflow computer-vision artificial-intelligence convolutional-neural-networks classification image-classification recurrent-neural-networks artificial-neural-networks supervised-learning malware-detection

Gru Svm

[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

✭ 76

python machine-learning tensorflow artificial-intelligence classification rnn recurrent-neural-networks svm artificial-neural-networks supervised-learning intrusion-detection gru

Karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

✭ 1,190

python machine-learning unsupervised-learning sklearn supervised-learning

Concrete Autoencoders

✭ 68

jupyter-notebook machine-learning unsupervised-learning supervised-learning

Personae

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

✭ 1,140

python reinforcement-learning paper trading stock supervised-learning stock-data stock-price-prediction

Eeg Based Emotion Analysis Using Deap Dataset For Supervised Machine Learning

This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machine learning algorithms such as Support vector machine and K - Nearest Neighbor.

✭ 53

python machine-learning supervised-learning

Php Ml

PHP-ML - Machine Learning library for PHP

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machine-learning data-science neural-network artificial-intelligence dataset classification data-mining machine-learning-algorithms unsupervised-learning regression feature-extraction supervised-learning machine machine-learning-library

Gbrain

GPU Javascript Library for Machine Learning

✭ 48

javascript machine-learning neural-network reinforcement-learning ai gpu deeplearning gpgpu supervised-learning

Diffgram

Data Annotation, Data Labeling, Annotation Tooling, Training Data for Machine Learning

✭ 43

python deep-learning machine-learning kubernetes data-science object-detection segmentation helm annotation supervised-learning labeling

Susi

SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

✭ 42

python machine-learning data-science opensource unsupervised-learning semi-supervised-learning supervised-learning

Udacity Deep Learning Nanodegree

This is just a collection of projects that made during my DEEPLEARNING NANODEGREE by UDACITY

✭ 15

jupyter-notebook deep-learning reinforcement-learning neural-networks generative-adversarial-network recurrent-neural-networks image-recognition supervised-learning

Lightning Bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

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python machine-learning pytorch natural-language-processing image-processing ai gan supervised-learning

Stockpriceprediction

Stock Price Prediction using Machine Learning Techniques

✭ 700

jupyter-notebook machine-learning video lstm analysis rnn supervised-learning forecasting lstm-neural-networks

Self Driving Car In Video Games

A deep neural network that learns to drive in video games

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python deep-learning machine-learning pytorch neural-network pretrained-models autonomous-driving self-driving-car supervised-learning

Annotated Semantic Relationships Datasets

A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)

✭ 553

nlp datasets information-extraction supervised-learning

Simple Ocr Opencv

A simple python OCR engine using opencv

✭ 453

python machine-learning opencv ocr machinelearning supervised-learning

Neuralnetwork.net

A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

✭ 392

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Mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

✭ 3,729

python TeX machine-learning data-science data-mining unsupervised-learning supervised-learning association-rules

Manifold mixup

Code for reproducing Manifold Mixup results (ICML 2019)

✭ 314

python deep-learning pytorch deep-neural-networks supervised-learning

Neural Pipeline

Neural networks training pipeline based on PyTorch

✭ 315

python deep-learning pytorch object-detection neural-networks image-classification pipeline image-segmentation supervised-learning

Machine Learning Algorithms From Scratch

Implementing machine learning algorithms from scratch.

✭ 297

python machine-learning machine-learning-algorithms unsupervised-learning supervised-learning

Alphagozero Python Tensorflow

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

✭ 292

python supervised-learning deepmind

100 Days Of Ml Code

100-Days-Of-ML-Code中文版

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Yolov3 Tensorflow

Implement YOLOv3 with TensorFlow

✭ 279

python deep-learning machine-learning tensorflow object-detection yolov3 supervised-learning

L2c

Learning to Cluster. A deep clustering strategy.

✭ 262

python deep-learning artificial-intelligence deep-neural-networks clustering unsupervised-learning transfer-learning artificial-neural-networks semi-supervised-learning supervised-learning

Easypr

An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.

✭ 6,046

C++python machine-learning computer-vision artificial-intelligence opencv supervised-learning artificial-neural-networks chinese-characters datasets support-vector-machines plate-recognition opencv3 unconstrained-situation

tetrisRL

A Tetris environment to train machine learning agents

✭ 44

python game machine-learning reinforcement-learning supervised-learning

RAMS

Official TensorFlow code for paper "Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks".

✭ 55

Jupyter Notebook python computer-vision deep-learning artificial-intelligence remote-sensing supervised-learning super-resolution multi-image-super-resolution

cattonum

Encode Categorical Features

✭ 31

r C++encoding data-science machine-learning cran supervised-learning rstats dummies categorical-features

Edge2Guard

Code for PerCom Workshop paper title 'Edge2Guard: Botnet Attacks Detecting Offline Models for Resource-Constrained IoT Devices'

✭ 16

Jupyter Notebook HTML python privacy exploratory-data-analysis mirai-bot supervised-learning ddos-attacks botnet-detection malware-detection edge-computing one-class-classification data-pre-processing iot-devices attack-classification

Kaio-machine-learning-human-face-detection

Machine Learning project a case study focused on the interaction with digital characters, using a character called "Kaio", which, based on the automatic detection of facial expressions and classification of emotions, interacts with humans by classifying emotions and imitating expressions

✭ 18