supervised-learning

There are 16 repositories under supervised-learning topic.

MLEveryday / 100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
machine-learning python 100-days-of-ml-code chinese-simplified infographics tutorial jupyter-notebook tensorflow keras supervised-learning unsupervised-learning deep-learning
Language:Jupyter Notebook 20841
afshinea / stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
cheatsheet machine-learning data-science supervised-learning unsupervised-learning deep-learning ml-cheatsheet cs229
17032
liuruoze / EasyPR
(CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = China Graduate Contest on Smart-city Technology and Creative Design
computer-vision machine-learning artificial-intelligence plate-recognition unconstrained-situation datasets artificial-neural-networks support-vector-machines supervised-learning chinese-characters opencv opencv3
Language:C++ 6319
rasbt / mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
association-rules data-mining data-science machine-learning python supervised-learning unsupervised-learning
Language:Python 4777
ZhaoJ9014 / face.evoLVe
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
pytorch face-recognition face-detection face-alignment face-landmark-detection model-training feature-extraction fine-tuning data-augmentation deep-learning computer-vision imbalanced-learning transfer-learning hard-negative-mining supervised-learning nus tencent convolutional-neural-network machine-learning artificial-intelligence
Language:Python 3358
karateclub
benedekrozemberczki / karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
community-detection graph-clustering deepwalk networkx louvain network-science machine-learning unsupervised-learning gcn node2vec graph2vec supervised-learning sklearn networkx-graph scikit label-propagation graph-embedding network-embedding node-embedding 2vec
Language:Python 2091
Lightning-Universe / lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
pytorch ai machine-learning image-processing natural-language-processing supervised-learning gan
Language:Python 1645
uis-rnn
google / 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.
speaker-diarization uis-rnn speaker-recognition supervised-learning clustering supervised-clustering machine-learning
Language:Python 1535
refinery
code-kern-ai / refinery
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
annotations data-centric-ai data-labeling deep-learning labeling labeling-tool machine-learning natural-language-processing neural-search nlp text-annotation transformers python human-in-the-loop spacy artificial-intelligence data-science text-classification active-learning supervised-learning
Language:Python 1365
Ceruleanacg / Personae
📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
reinforcement-learning supervised-learning stock-data trading paper stock time-series-prediction stock-price-prediction
Language:Python 1318
imodels
csinva / imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
interpretability machine-learning data-science artificial-intelligence ml ai statistics scikit-learn python optimal-classification-tree rulefit imodels rule-learning supervised-learning explainable-ml explainable-ai rules bayesian-rule-list
Language:Jupyter Notebook 1299
scorpionhiccup / StockPricePrediction
Stock Price Prediction using Machine Learning Techniques
machine-learning supervised-learning stock-price-forecasting forecasting rnn lstm lstm-neural-networks video concept-video analysis
Language:Jupyter Notebook 1225
Minqi824 / ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
anomaly-detection benchmark data-mining deep-learning machine-learning outlier-detection semi-supervised-learning supervised-learning unsupervised-learning data-sicence ensemble-learning neural-networks python
Language:Python 782
Self-Driving-Car-in-Video-Games
ikergarcia1996 / Self-Driving-Car-in-Video-Games
A deep neural network that learns to drive in video games
python pytorch self-driving-car videogame videogame-bot neural-network deep-learning supervised-learning machine-learning autonomous-driving deep-neural-network video-games pretrained-models
Language:Python 734
davidsbatista / Annotated-Semantic-Relationships-Datasets
A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)
semantic-relationship-extraction datasets annotated nlp information-extraction supervised-learning
679
free-ai-resources
mrsaeeddev / free-ai-resources
🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!
ai artificial-intelligence artificial-neural-networks data data-science data-science-learning data-science-projects deep-learning deep-neural-networks hacktoberfest hacktoberfest2020 machine-learning machine-learning-algorithms machinelearning reinforcement-learning research supervised-learning unsupervised-learning
593
achuthasubhash / Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
feature-engineering unsupervised-learning data-science deep-learning machine-learning exploratory-data-analysis reinforcement-learning eda pytorch supervised-learning transfer-learning nlp-models python-library analysis data-analysis federated-learning dataset python web-scraping scraper
543
Sergio0694 / 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
neural-network convolutional-neural-networks backpropagation-algorithm gradient-descent machine-learning classification-algorithims cnn supervised-learning ai cuda gpu-acceleration csharp netstandard net-framework visual-studio
Language:C# 535
goncalopp / simple-ocr-opencv
A simple python OCR engine using opencv
ocr python-ocr supervised-learning opencv knn-algorithm machine-learning machinelearning machine-vision machinevision
Language:Python 518
vikasverma1077 / manifold_mixup
Code for reproducing Manifold Mixup results (ICML 2019)
data-augumentation deep-learning deep-neural-networks icml2019 pytorch regularization supervised-learning supervised-machine-learning
Language:Python 478
alexklwong / awesome-state-of-depth-completion
Current state of supervised and unsupervised depth completion methods
depth-completion kitti void supervised-learning unsupervised-learning self-supervised-learning benchmark awesome computer-vision machine-learning 3d-reconstruction 3d-vision
392
madhug-nadig / Machine-Learning-Algorithms-from-Scratch
Implementing machine learning algorithms from scratch.
machine-learning machine-learning-algorithms machine-learning-python machine-learning-scratch supervised-learning unsupervised-learning
Language:Python 378
diffusion-classifier / diffusion-classifier
Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
bayes-theorem classification computer-vision deep-learning diffusion diffusion-models elbo generative generative-models machine-learning monte-carlo robustness supervised-learning zero-shot-classification zero-shot-learning
Language:Python 354
yhyu13 / 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)
alphago-zero deepmind python-tensorflow supervised-learning
Language:Python 341
AFAgarap / cnn-svm
An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification
artificial-intelligence artificial-neural-networks classification convolutional-neural-networks deep-learning machine-learning support-vector-machine supervised-learning softmax-layer tensorflow
Language:Python 339
hover
phurwicz / hover
:speedboat: Label data at scale. Fun and precision included.
visualization machine-learning bokeh data-labeling supervised-learning bulk-labeling text-classification image-classification audio-classification annotation-tool labeling-tool text-labeling audio-labeling image-labeling labeling
Language:Python 316
GT-RIPL / L2C
Learning to Cluster. A deep clustering strategy.
clustering deep-learning deep-neural-networks artificial-neural-networks artificial-intelligence unsupervised-learning supervised-learning similarity-metric semi-supervised-learning transfer-learning loss-functions
Language:Python 313
jayshah19949596 / 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
machine-learning-algorithms naive-bayes-classifier decision-trees random-forest dynamic-time-warping gaussian-mixture-models em-algorithm logistic-regression linear-regression principal-component-analysis singular-value-decomposition gaussian-classifier knn knn-classification kmeans-clustering kmeans kmeans-algorithm supervised-learning value-iteration-algorithm neural-network
Language:MATLAB 313
toodef / neural-pipeline
Neural networks training pipeline based on PyTorch
deep-learning image-classification image-segmentation neural-networks object-detection pipeline pytorch supervised-learning training-pipeline
Language:Python 313
liuruoze / mini-AlphaStar
(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.
mini-alphastar supervised-learning reinforcement-learning starcraft2 deep-learning pytorch self-playing-bot multi-agent-systems gaming imitation-learning starcraft2-ai starcraft-ii-bot sc2replay deep-reinforcement-learning deep-neural-networks
Language:Python 291
frontbenchHQ / Data-Science-Free
Free Resources For Data Science created by Shubham Kumar
courses data-science deep-learning machine-learning ml ml-cheatsheet q-learning reinforcement-learning statistics supervised-learning
285
a-martyn / ISL-python
Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
machine-learning statistical-learning islr supervised-learning linear-regression logistic-regression random-forest boosting-algorithms bootstrap bagging pca lda
Language:Jupyter Notebook 274
wjn1996 / HugNLP
HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊 HugNLP will released to @HugAILab
deep-learning few-shot-learning knowledge-enhancement natural-language-processing pre-trained-language-models prompt-based-learning pytorch semi-supervised-learning supervised-learning transformers code-understanding
Language:Python 248
PaddlePaddle / PaddleScience
PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.
ai4science deep-learning machine-learning paddlepaddle self-supervised-learning supervised-learning
Language:Python 239
zoofs
jaswinder9051998 / zoofs
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.
machine-learning python evolutionary-algorithms genetic-algorithm feature-selection particle-swarm-optimization particle-swarm grey-wolf-optimizer grey-wolf supervised-learning machine-learning-algorithms machinelearning optimization optimization-algorithms optimization-methods optimization-tools subset-selection
Language:Python 236
AdrianAntico / AutoQuant
R package for automation of machine learning, forecasting, model evaluation, and model interpretation
r timeseries supervised-learning automated-machine-learning unsupervised-learning regression classification multiclass-classification catboost xgboost h2o gpu-acceleration lightgbm panel-data automl
Language:R 230

supervised-learning

MLEveryday / 100-Days-Of-ML-Code

afshinea / stanford-cs-229-machine-learning

liuruoze / EasyPR

rasbt / mlxtend

ZhaoJ9014 / face.evoLVe

benedekrozemberczki / karateclub

Lightning-Universe / lightning-bolts

google / uis-rnn

code-kern-ai / refinery

Ceruleanacg / Personae

csinva / imodels

scorpionhiccup / StockPricePrediction

Minqi824 / ADBench

ikergarcia1996 / Self-Driving-Car-in-Video-Games

davidsbatista / Annotated-Semantic-Relationships-Datasets

mrsaeeddev / free-ai-resources

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

Sergio0694 / NeuralNetwork.NET

goncalopp / simple-ocr-opencv

vikasverma1077 / manifold_mixup

alexklwong / awesome-state-of-depth-completion

madhug-nadig / Machine-Learning-Algorithms-from-Scratch

diffusion-classifier / diffusion-classifier

yhyu13 / AlphaGOZero-python-tensorflow

AFAgarap / cnn-svm

phurwicz / hover

GT-RIPL / L2C

jayshah19949596 / Machine-Learning-Models

toodef / neural-pipeline

liuruoze / mini-AlphaStar

frontbenchHQ / Data-Science-Free

a-martyn / ISL-python

wjn1996 / HugNLP

PaddlePaddle / PaddleScience

jaswinder9051998 / zoofs

AdrianAntico / AutoQuant