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The Top 615 Supervised Learning Open Source Projects

Categories > Machine Learning > Supervised Learning
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 6 months ago
Stanford Cs 229 Machine Learning ⭐ 10,399
VIP cheatsheets for Stanford's CS 229 Machine Learning
most recent commit 2 years ago
Mlxtend ⭐ 4,083
A library of extension and helper modules for Python's data analysis and machine learning libraries.
dependent packages 60total releases 49most recent commit 5 days agopypi mlxtend} Downloads
Face.evolve ⭐ 2,899
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
most recent commit 4 months ago
Karateclub ⭐ 1,717
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 3total releases 106most recent commit a month agopypi karateclub} Downloads
Lightning Bolts ⭐ 1,389
Toolbox of models, callbacks, and datasets for AI/ML researchers.
most recent commit 7 hours ago
Uis Rnn ⭐ 1,348
This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.
total releases 9most recent commit a year ago
Personae ⭐ 1,034
📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
most recent commit 4 years ago
Refinery ⭐ 988
The open-source data-centric IDE for NLP. Combining programmatic labeling, extensive data management and neural search capabilities.
most recent commit 2 days ago
Imodels ⭐ 915
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 2total releases 26most recent commit 14 days agopypi imodels} Downloads
Stockpriceprediction ⭐ 848
Stock Price Prediction using Machine Learning Techniques
most recent commit 8 months ago
Featexp ⭐ 656
Feature exploration for supervised learning
total releases 7most recent commit 2 years ago
Self Driving Car In Video Games ⭐ 634
A deep neural network that learns to drive in video games
most recent commit 6 months ago
Hungabunga ⭐ 625
HungaBunga: Brute-Force all sklearn models with all parameters using .fit .predict!
most recent commit 2 years ago
Annotated Semantic Relationships Datasets ⭐ 565
A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)
most recent commit a year ago
Simple Ocr Opencv ⭐ 476
A simple python OCR engine using opencv
most recent commit a month ago
Mixmatch Pytorch ⭐ 452
Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
most recent commit a year ago
Selflow ⭐ 371
SelFlow: Self-Supervised Learning of Optical Flow
most recent commit 7 months ago
Neuralnetwork.net ⭐ 360
A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
total releases 12most recent commit 2 years ago
Complete Life Cycle Of A Data Science Project ⭐ 336
Complete-Life-Cycle-of-a-Data-Science-Project
most recent commit 4 days ago
Alphagozero Python Tensorflow ⭐ 330
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)
most recent commit 13 days ago
Adbench ⭐ 329
Official Implement of "ADBench: Anomaly Detection Benchmark".
most recent commit 13 days ago
Neural Pipeline ⭐ 314
Neural networks training pipeline based on PyTorch
total releases 19most recent commit 2 years ago
Machine Learning Algorithms From Scratch ⭐ 312
Implementing machine learning algorithms from scratch.
most recent commit a year ago
Hover ⭐ 281
🚤 Label data at scale. Fun and precision included.
total releases 22most recent commit 24 days ago
Manifold_mixup ⭐ 262
Code for reproducing Manifold Mixup results (ICML 2019)
most recent commit 2 years ago
Data Science Free ⭐ 236
Free Resources For Data Science created by Shubham Kumar
most recent commit 2 years ago
L2c ⭐ 225
Learning to Cluster. A deep clustering strategy.
most recent commit 3 years ago
Overcoming Catastrophic ⭐ 219
Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow
most recent commit 2 years ago
Free Ai Resources ⭐ 218
🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!
most recent commit a year ago
Caffe Deepbinarycode ⭐ 207
Supervised Semantics-preserving Deep Hashing (TPAMI18)
most recent commit 6 years ago
Remixautoml ⭐ 206
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, recommenders, and EDA.
most recent commit 6 days ago
Shallowlearn ⭐ 196
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.
total releases 5most recent commit 5 years ago
Laurae ⭐ 194
Advanced High Performance Data Science Toolbox for R by Laurae
most recent commit 6 years ago
Mini Alphastar ⭐ 188
A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II.
most recent commit 2 days ago
Homlr ⭐ 188
Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.
most recent commit 3 years ago
Smart ⭐ 184
Smarter Manual Annotation for Resource-constrained collection of Training data
most recent commit 4 months ago
Ss Ood ⭐ 184
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
most recent commit a year ago
Ssrn ⭐ 160
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".
most recent commit 9 months ago
Zoofs ⭐ 160
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
total releases 25most recent commit 2 days ago
Awesome State Of Depth Completion ⭐ 152
Current state of supervised and unsupervised depth completion methods
most recent commit 6 months ago
Cnn Svm ⭐ 151
An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification
most recent commit 2 years ago
Machine_learning_2018 ⭐ 146
Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz
most recent commit a year ago
Parametric Contrastive Learning ⭐ 140
Parametric Contrastive Learning (ICCV2021)
most recent commit 3 days ago
Interactive_machine_learning ⭐ 132
IPython widgets, interactive plots, interactive machine learning
most recent commit 4 years ago
Ycml ⭐ 118
A Machine Learning and Optimization framework for Objective-C and Swift (MacOS and iOS)
most recent commit 6 years ago
Reptile Pytorch ⭐ 107
A PyTorch implementation of OpenAI's REPTILE algorithm
most recent commit 3 years ago
Mixmatch Pytorch ⭐ 106
Pytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)
most recent commit 3 years ago
Ml Lib ⭐ 101
An extensive machine learning library, made from scratch (Python).
most recent commit 4 years ago
Supervisedchrometrex ⭐ 99
In this project I will try to train Chrome's Trex/Dino character to learn to play by looking my gameplay (Supervised).
most recent commit a year ago
Malware Classification ⭐ 98
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
most recent commit a year ago
Iohmm ⭐ 97
Input Output Hidden Markov Model (IOHMM) in Python
total releases 4most recent commit 2 years ago
Pytorch Byol ⭐ 94
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
most recent commit 2 years ago
Concrete Autoencoders ⭐ 83
most recent commit 4 months ago
Keras Video Classifier ⭐ 83
Keras implementation of video classifier
most recent commit 4 years ago
Breast Cancer Risk Prediction ⭐ 83
Classification of Breast Cancer diagnosis Using Support Vector Machines
most recent commit 2 years ago
Machine Learning Models ⭐ 81
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
most recent commit 5 years ago
Sutton Barto Rl Exercises ⭐ 77
📖Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction
most recent commit 24 days ago
Mlr3proba ⭐ 74
Probabilistic Supervised Learning for mlr3
most recent commit 13 days ago
Lo Shot ⭐ 73
Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning
most recent commit 5 months ago
Susi ⭐ 71
SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
total releases 15most recent commit 5 months ago
Hand Gesture Recognition Using Background Elllimination And Convolution Neural Network ⭐ 70
Hand Gesture Recognition using Convolution Neural Network built using Tensorflow, OpenCV and python
most recent commit 2 years ago
Gru Svm ⭐ 70
[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection
most recent commit 2 years ago
Omikuji ⭐ 69
An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification
dependent packages 1total releases 10most recent commit 4 months agopypi omikuji} Downloads
Machine Learning ⭐ 67
Programming Assignments and Lectures for Andrew Ng's "Machine Learning" Coursera course
most recent commit 5 years ago
Python Machine Learning Book 3rd Edition ⭐ 55
"머신 러닝 교과서 3판"(길벗, 2021)의 주피터 노트북
most recent commit 2 months ago
Coursera_ml_da_specialization ⭐ 53
Coursera Specialization: Machine Learning and Data Analysis (Yandex & MIPT)
most recent commit 3 months ago
Mlclass ⭐ 52
My main Machine Learning class
most recent commit 2 years ago
Subwai ⭐ 51
Scripts for training an AI to play the endless runner Subway Surfers using a supervised machine learning approach by imitation and a convolutional neural network (CNN) for image classification
most recent commit a year ago
Isl Python ⭐ 50
Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
most recent commit 3 years ago
Deep Learning Mahjong ⭐ 45
Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states
most recent commit a month ago
Rams ⭐ 45
Official TensorFlow code for paper "Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks".
most recent commit a year ago
Knear ⭐ 43
K-nearest neighbors algorithm for supervised learning implemented in javascript
total releases 5most recent commit 5 years ago
Dse220_machine_learning ⭐ 43
Repo for my graduate data science machine learning class at UCSD (UC San Diego). This course provides a broad introduction to the practical side of machine-learning and data analysis. The topics covered in this class include topics in supervised learning, such as k-nearest neighbor classifiers, decision trees, boosting and perceptrons, and topics in unsupervised learning, such as k-means, PCA and Gaussian mixture models.
most recent commit 5 years ago
Dream Go ⭐ 43
Artificial go player based on reinforcement and supervised learning
most recent commit 4 months ago
Wavenet Classifier ⭐ 42
Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks
most recent commit 4 years ago
Byol ⭐ 39
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
most recent commit 2 years ago
Data Science ⭐ 39
Lectures for Introduction to Data Science for Public Policy (PPOL 670-01)
most recent commit 4 years ago
Robo Vln ⭐ 38
Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"
most recent commit 2 months ago
Scibet ⭐ 32
A portable and fast single cell type identifier
most recent commit a year ago
Ml Ai ⭐ 32
ML-AI Community | Open Source | Built in Bharat for the World | Data science problem statements and solutions
most recent commit 23 days ago
Cerebrum ⭐ 32
Crossmodal Supervised Learning Toolkit using High-Performance Extreme Learning Machines over the audio-visual-textual data
total releases 10most recent commit 4 years ago
Chess Zero ⭐ 31
Chess reinforcement learning by AlphaZero methods.
most recent commit 5 years ago
Tetrisrl ⭐ 30
A Tetris environment to train machine learning agents
total releases 10most recent commit 2 years ago
Cattonum ⭐ 29
Encode Categorical Features
total releases 5most recent commit 2 years ago
Streamline ⭐ 27
Simple Transparent End-To-End Automated Machine Learning Pipeline for Supervised Learning in Tabular Binary Classification Data
most recent commit 2 months ago
Keras Audio ⭐ 27
keras project for audio deep learning
most recent commit 4 years ago
Wisconsin Breast Cancer ⭐ 27
[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
most recent commit 2 years ago
Machine Learning With Scikit Learn Python 3.x ⭐ 27
In general, a learning problem considers a set of n samples of data and then tries to predict properties of unknown data. If each sample is more than a single number and, for instance, a multi-dimensional entry (aka multivariate data), it is said to have several attributes or features. Learning problems fall into a few categories: supervised learning, in which the data comes with additional attributes that we want to predict (Click here to go to the scikit-learn supervised learning page).This
most recent commit a year ago
Confidentlearning Reproduce ⭐ 26
Official data release to reproduce Confident Learning paper results
most recent commit 8 months ago
Eeg Based Emotion Analysis Using Deap Dataset For Supervised Machine Learning ⭐ 25
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.
most recent commit 4 years ago
A Hierarchical Transformation Discriminating Generative Model For Few Shot Anomaly Detection ⭐ 25
Official pytorch implementation of the paper: "A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection"
most recent commit 10 months ago
Cstlemma ⭐ 24
Lemmatiser that uses affix rules (affix: prefix, infix, suffix, circumfix). Rules are obtained by supervised learning from a full form - lemma list.
most recent commit 10 months ago
Wannapark ⭐ 24
Project aimed at presenting a model to find a vacant parking spot in real time and ensure car safety using Deep Learning (Parking spot Classification and Face recognition).
most recent commit 5 years ago
Deepneuralnet Chess ⭐ 24
Predict the result of a chess game from a position
most recent commit 5 years ago
Hope Autonomous Driving ⭐ 23
Autonomous Driving project for Euro Truck Simulator 2
most recent commit 2 years ago
Speech Emotion Recognition ⭐ 23
Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.
most recent commit 8 months ago
Fashion ⭐ 22
The Fashion-MNIST dataset and machine learning models.
most recent commit 5 years ago
Evodag ⭐ 22
Evolving Directed Acyclic Graph
most recent commit 4 months ago
Nih Chest Xrays ⭐ 22
A collection of projects which explore image classification on chest x-ray images (via the NIH dataset)
most recent commit 4 years ago
1-100 of 615 projects
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