supervised-learning

There are 15 repositories under supervised-learning topic.

MLEveryday / 100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
100-days-of-ml-code chinese-simplified deep-learning infographics jupyter-notebook keras machine-learning python supervised-learning tensorflow tutorial unsupervised-learning
Language:Jupyter Notebook 18987
afshinea / stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
cheatsheet cs229 data-science deep-learning machine-learning ml-cheatsheet supervised-learning unsupervised-learning
13678
liuruoze / EasyPR
An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.
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++ 6133
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 3982
ZhaoJ9014 / face.evoLVe
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
artificial-intelligence computer-vision convolutional-neural-network data-augmentation deep-learning face-alignment face-detection face-landmark-detection face-recognition feature-extraction fine-tuning hard-negative-mining imbalanced-learning machine-learning model-training nus pytorch supervised-learning tencent transfer-learning
Language:Python 2923
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 1652
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 1418
Lightning-AI / lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
ai gan image-processing machine-learning natural-language-processing pytorch supervised-learning
Language:Python 1331
Ceruleanacg / Personae
📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
paper reinforcement-learning stock stock-data stock-price-prediction supervised-learning time-series-prediction trading
Language:Python 1216
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 917
imodels
csinva / imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
ai artificial-intelligence bayesian-rule-list data-science explainable-ai explainable-ml imodels interpretability machine-learning ml optimal-classification-tree python rule-learning rulefit rules scikit-learn statistics supervised-learning
Language:Jupyter Notebook 826
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 657
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
635
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 471
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# 448
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 405
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 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)
deepmind supervised-learning python-tensorflow alphago-zero
Language:Python 326
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 314
achuthasubhash / Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
feature-engineering label-data 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
306
GT-RIPL / L2C
Learning to Cluster. A deep clustering strategy.
artificial-intelligence artificial-neural-networks clustering deep-learning deep-neural-networks loss-functions semi-supervised-learning similarity-metric supervised-learning transfer-learning unsupervised-learning
Language:Python 294
hover
phurwicz / hover
:speedboat: Label data at scale. Fun and precision included.
annotation-tool audio-classification audio-labeling bokeh bulk-labeling data-labeling image-classification image-labeling labeling labeling-tool machine-learning supervised-learning text-classification text-labeling visualization
Language:Python 264
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
252
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 softmax-layer supervised-learning support-vector-machine tensorflow
Language:Python 248
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
237
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 221
kevinlin311tw / Caffe-DeepBinaryCode
Supervised Semantics-preserving Deep Hashing (TPAMI18)
caffe hashing deep-learning convolutional-neural-networks image-retrieval supervised-learning
Language:C++ 204
Laurae2 / Laurae
Advanced High Performance Data Science Toolbox for R by Laurae
machine-learning supervised-learning xgboost data-science r laurae
Language:R 202
koalaverse / homlr
Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.
data-science machine-learning r supervised-learning unsupervised-learning
Language:CSS 200
RemixAutoML
AdrianAntico / RemixAutoML
R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, recommenders, and EDA.
r timeseries anomaly-detection feature-engineering supervised-learning automated-machine-learning unsupervised-learning recommender-system regression classification multiclass-classification catboost xgboost h2o gpu-acceleration lightgbm panel-data funnel-data intermittent-demand automl
Language:R 198
giacbrd / 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.
word2vec fasttext scikit-learn machine-learning neural-network gensim text-mining text-classification supervised-learning online-learning word-embeddings shallow-learning
Language:Python 198
RTIInternational / SMART
Smarter Manual Annotation for Resource-constrained collection of Training data
active-learning labeling-tool supervised-learning text-classification
Language:Python 184
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
177
RayDean / MachineLearning
【火炉炼AI】-机器学习系列文章
machine-learning supervised-learning
Language:Jupyter Notebook 174
zilongzhong / 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".
deep-learning hyperspectral-image-classification spectral-spatial-residual-network supervised-learning
Language:Python 174
gabrielhuang / reptile-pytorch
A PyTorch implementation of OpenAI's REPTILE algorithm
pytorch metalearning deep-learning deep-neural-networks few-shot supervised-learning openai
Language:Jupyter Notebook 167

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