Machine learning

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

GitHub: https://github.com/topics/machine-learning
Wikipedia: https://en.wikipedia.org/wiki/Machine_learning
Aliases: machine-learning-algorithms, machine-learning-library, machine-learning-application, machine-learning-models, machinelearning, ml,
Last updated: 2026-07-02 00:18:11 UTC
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https://github.com/hiejulia/data-pipeline-project

Data pipeline project

amazon-web-services azure bigml classification data-pipeline deployment distributed-systems hadoop java kafka machine-learning mapreduce maven spark streaming

Last synced: 16 Jul 2025

https://github.com/windqaq/ml2017

NTUEE Machine Learning, 2017 Spring

dimensionality-reduction gradient-boosting-machine kaggle-competition linear-regression logistic-regression machine-learning multi-label-classification ntu recommendation-system sentiment-classification svd svdplusplus

Last synced: 26 Jun 2025

https://github.com/mindinventory/bank-marketing-data-visualisation

This repository contains Python code for visualizing the Bank Marketing dataset using various data visualization techniques. The dataset is loaded from a CSV file, and both numerical and categorical features are explored using popular libraries such as Pandas, Matplotlib, Seaborn, and Plotly.

artificial-intelligence data-science data-visualization jupyter-notebook machine-learning matplotlib pandas plotly python seaborn

Last synced: 13 Apr 2025

https://github.com/nexuist/seev

A macOS command line wrapper around the Apple Vision framework

cli computer-vision machine-learning macos

Last synced: 28 Jan 2026

https://github.com/ashutosh1919/genai-posts

Repository contains LinkedIn posts about Generative AI knowledge sharing, learning resources and research explanations.

artificial-intelligence deeplearning generative-ai llm machine-learning multimodal

Last synced: 11 Oct 2025

https://github.com/eclypse-org/eclypse

An Edge-Cloud python platform for simulated (and emulated) runtime environments

cloud-computing edge-computing emulator machine-learning python ray simulator

Last synced: 14 Jan 2026

https://github.com/modssc/modssc

ModSSC: A Modular Framework for Semi Supervised Classification

classification deep-learning gnn inductive-learning machine-learning semi-supervised semi-supervised-classification semi-supervised-learning torch transductive-learning

Last synced: 03 Apr 2026

https://github.com/ssnl/poisson_quasimetric_embedding

Open source code for paper "On the Learning and Learnability of Quasimetrics".

deep-learning machine-learning pytorch

Last synced: 12 Oct 2025

https://github.com/dalmia/wannapark

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).

android-development classification computer-vision deep-learning face-recognition machine-learning python supervised-learning

Last synced: 17 Mar 2026

https://github.com/steven2358/mlx

Machine Learning Explorations - A list of machine learning resources

deep-learning machine-learning

Last synced: 03 Jan 2026

https://github.com/EvgenyNekrasov/gpod

GPOD - General Purpose Object Detector in Python

computer-vision detector machine-learning python

Last synced: 19 Jul 2025

https://github.com/97k/spam-ham-web-app

A web app that classifies text as a spam or ham. I am using my own ML algorithm in the backend, Code to that can be found under machine_learning_section. For Live Demo: Checkout this link

bag-of-words data-visualization django heroku-deployment jupyter-notebook machine-learning machine-learning-projects multinomial-naive-bayes nlp nltk spam-classification text-classification tfidf

Last synced: 27 Apr 2025

https://github.com/starling-lab/boostsrl

BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.

artificial-intelligence machine-learning machine-learning-algorithms pattern-classification statistical-learning

Last synced: 08 Apr 2025

https://github.com/polymathorg/libtensorflow-pharo-bindings

TensorFlow library bindings for Pharo

machine-learning pharo pharo-smalltalk smalltalk tensorflow

Last synced: 02 Sep 2025

https://github.com/dimflix/spectrum-security

Antivirus written in Python

ai algorithms antivirus application desktop desktop-app gui machine-learning pyqt5 python qt virus virus-scanning

Last synced: 13 Aug 2025

https://github.com/pd3f/pd3f-core

📑 Python Package to reconstruct the original continuous text from PDFs with language models

dehyphenation language-model machine-learning pd3f pdf text-extraction

Last synced: 08 Apr 2026

https://github.com/markusdumke/reinforcelearn

R Package for Reinforcement Learning

machine-learning r r-package reinforcement-learning

Last synced: 07 May 2025

https://github.com/luckyzxl2016/reinforcement-learning

Reinforcement Learning学习之路

machine-learning python reinforcement-learning

Last synced: 23 Mar 2025

https://github.com/rtlee9/serveit

Simple API serving for Python ML models

keras machine-learning machine-learning-api pytorch restful-api scikit-learn tensorflow

Last synced: 17 Mar 2025

https://github.com/arthurdjn/nets

Recreating PyTorch from scratch, using Numpy. Supports FCN, CNN, RNN layers.

autograd back-propagation convolutional-neural-networks deep-learning deep-learning-library framework fully-convolutional-networks gradient-descent machine-learning machine-learning-projects neural-network numpy numpy-library python recurrent-neural-networks

Last synced: 15 Jun 2025

https://github.com/PolyMathOrg/libtensorflow-pharo-bindings

TensorFlow library bindings for Pharo

machine-learning pharo pharo-smalltalk smalltalk tensorflow

Last synced: 11 May 2025

https://github.com/mycrazycracy/tf-kaldi-speaker

Neural speaker recognition/verification system based on Kaldi and Tensorflow

kaldi kaldi-asr machine-learning neural-network speaker-identification speaker-recognition speaker-verification speech-processing tensorflow

Last synced: 03 May 2025

https://github.com/fastai/fastai-docs

Documentation for fastai

data-science deep-learning fastai jekyll machine-learning python pytorch

Last synced: 24 Dec 2025

https://github.com/jiwidi/deepspeech-pytorch

Pytorch implementation for DeepSpeech 2.0

asr deep-learning e2e-asr librispeech-dataset machine-learning pytorch speech-recognition

Last synced: 19 Apr 2025

https://github.com/TheoCoombes/crawlingathome

A client library for LAION's effort to filter CommonCrawl with CLIP, building a large scale image-text dataset.

clip dall-e dataset dataset-generation image-text machine-learning

Last synced: 03 Apr 2025

https://github.com/soroushj/mhsma-dataset

MHSMA: The Modified Human Sperm Morphology Analysis Dataset

dataset deep-learning machine-learning medical-imaging

Last synced: 21 Jul 2025

https://github.com/kaslanarian/libsvm-sc-reading

阅读LibSVM源码的知识整理与思考（已完结）

libsvm machine-learning svm-model

Last synced: 12 Mar 2025

https://github.com/ai4ce/egopat3d

[CVPR 2022] Egocentric Action Target Prediction in 3D

3d-computer-vision computer-vision dataset deep-learning egocentric-vision human-robot-collaboration human-robot-interaction machine-learning multimodal-learning target-prediction wearable-robotics

Last synced: 11 Apr 2025

https://github.com/alexoarga/haiku-geometric

A collection of graph neural networks implementations in JAX

deep-learning geometric-deep-learning graph-neural-networks jax machine-learning python

Last synced: 16 Oct 2025

https://github.com/pyartemis/artemis

A Python package with explanation methods for extraction of feature interactions from predictive models

data-science explainability explainable-ai explainable-ml explanatory-model-analysis iml interpretability interpretable-machine-learning machine-learning predictive-modeling xai xai-library

Last synced: 13 Dec 2025

https://github.com/lorenzovaquero/BUSCA

[ECCV 2024] BUSCA: "Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking"

artificial-intelligence computer-vision eccv machine-learning multi-object-tracking paper pytorch real-time tracking

Last synced: 20 Mar 2025

https://github.com/wrannaman/wrannaman

The Wrannaman Book

ai machine-learning machinelearning sci-fi science-fiction wrannaman wrannaman-book

Last synced: 04 Sep 2025

https://github.com/boochow/tflite_micro_microspeech_m5stack

M5Stack (ESP32) port of TensorFlow Lite for Microcontrollers demo "Micro Speech"

esp32 m5stack m5stickc machine-learning speech-recognition tensorflow tflite

Last synced: 11 Apr 2025

https://github.com/tsudalab/mdts

Materials Design by Monte Carlo Tree Search

machine-learning materials-design python-library

Last synced: 16 May 2025

https://github.com/junweiliang/vera_shooter_localization

Code and model for the Video Event Reconstruction and Analysis (VERA) system. ACM Multimedia.

gunshot-detection machine-learning shooter-localization video-synchronization

Last synced: 19 Apr 2025

https://github.com/Rushi314/GPR-Object-Detection

This repository contains code to train object detection models like FRCNN/YOLO for identifying objects in Ground Penetrating Radar scans. It also contains code to generate fake data using Generative Adversarial Networks(GANs).

frcnn gans generative-adversarial-network ground-penetrating-radar machine-learning mmdetection object-detection yolo

Last synced: 21 Apr 2025

https://github.com/madrury/mtg-draftbot

Algorithmic Drafting for Magic the Gathering

algorithms drafting machine-learning magic-the-gathering pytorch simulation visualization

Last synced: 24 Apr 2025

https://github.com/sinanuozdemir/oreilly-bert-nlp

This repository contains code for the O'Reilly Live Online Training for BERT

bert deep-learning machine-learning natural-language-processing nlp transfer-learning transformers

Last synced: 24 Apr 2025

https://github.com/carsdotcom/skelebot

Machine Learning Project Development Tool

ai build-tool cli data-science hacktoberfest machine-learning project-development python

Last synced: 01 Apr 2026

https://github.com/imputr/imputr

Python library for easy and fast ML-based & conventional imputation techniques.

machine-learning pandas python

Last synced: 26 Apr 2026

https://github.com/anilkumarteegala/wqu-ds-unit-2

This repo contains all the files material releated to WorldQuant University's Data Science Summer 2020 Session Unit 2: Machine Learning and Statistical Analysis

data-science machine-learning statistical-analysis wqu

Last synced: 02 Mar 2026

https://github.com/proin/nodeml

machine learning framework for node.js

bayes cnn collaborative-filtering kmeans knn machine-learning ndcg precision recall recommendation-engine

Last synced: 27 Jan 2026

https://github.com/sharan-naribole/wlan_localization

A Machine Learning Approach to WLAN Fingerprinting based Localization

data-science localization machine-learning wi-fi

Last synced: 17 Mar 2026

https://github.com/anishlearnstocode/course-list

A comprehensive ist of all courses I have taken and successfully completed in University 🎓, Coursera 📗, Udemy etc.

cern coding-ninjas computer-vision course-work coursera courses deep-learning delhi-technological-university dtu french hackerrank machine-learning ml mooc programming specialization trinity-college-london udemy

Last synced: 04 Jan 2026

https://github.com/IBM/MAX-Image-Segmenter

Identify objects in an image, additionally assigning each pixel of the image to a particular object

docker-image machine-learning machine-learning-models tensorflow

Last synced: 13 May 2025

https://github.com/christian-vorhemus/procedural-3d-image-generation

This repository is demonstrating how Blender can be leveraged to create synthetic machine learning training data for computer vision tasks.

blender computer-vision machine-learning procedural-generation procedurally-generated synthetic-data synthetic-dataset-generation

Last synced: 18 Aug 2025

https://github.com/iskandr/knnimpute

Python implementations of kNN imputation

imputation machine-learning missing-data statistics

Last synced: 09 Mar 2026

https://github.com/nikhilroxtomar/fanet

FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation [IEEE Transactions on Neural Networks and Learning Systems]

computer-vision deep-learning machine-learning pytorch semantic-segmentation unet

Last synced: 14 Apr 2025

https://github.com/deflect-ca/baskerville

Security Analytics Engine - Anomaly Detection in Web Traffic

apache-kafka apache-spark big-data grafana isolation-forest machine-learning prometheus python3 security-analytics spark

Last synced: 23 Aug 2025

https://github.com/hellocybernetics/TensorFlow2.0_Eager_Execution_Tutorials

Tutorials of TensorFlow eager execution

deep-learning eager-execution machine-learning tensorflow tutorial

Last synced: 18 Mar 2025

https://github.com/cortexflow/cortexbrain

CortexBrain is an ambitious open source project aimed at creating an intelligent, lightweight, and efficient service mesh architecture to seamlessly connect cloud and edge devices

big-data data-science devops docker edge-computing in-development k8s kubernetes machine-learning microservices-architecture open-source rust rust-lang service-mesh

Last synced: 11 Apr 2025

https://github.com/soumik12345/nearest-celebrity-face

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

deep-learning deep-neural-networks deeplearning face face-recognition facenet facenet-model inception inception-resnet-v2 inceptionv2 keras keras-neural-networks keras-tensorflow machine-learning machinelearning meta-learning one-shot-learning python python3 tensorflow

Last synced: 06 May 2025

https://github.com/engineeringsoftware/teco

TeCo: an ML+Execution model for test completion

machine-learning ml4se test-completion testing

Last synced: 20 Jul 2025

https://github.com/adzialocha/tomomibot

Artificial intelligence bot for live voice improvisation

keras librosa machine-learning music

Last synced: 05 Apr 2025

https://github.com/dwyl/image-classifier

🖼️ Classify images and extract data from or describe their contents using machine learning

ai artificial-intelligence classification hugging-face huggingface image image-classification image-recognition learn machine-learning machinelearning tutorial

Last synced: 09 Mar 2026

https://github.com/timothywarner-org/prompt-pro

Master AI prompting for business innovation. O'Reilly Live Learning course by Tim Warner covering ChatGPT, Claude, Copilot, and enterprise prompt engineering with MCP implementation.

agentic-ai ai-training artificial-intelligence business-ai chatgpt claude context-engineering course-materials education google-gemini llm machine-learning mcp microsoft-copilot model-context-protocol openai oreilly professional-development prompt-engineering prompt-templates

Last synced: 11 Feb 2026

https://github.com/pacwoodson/ai-mask

Serve local ML inference engines to web apps

ai artificial-intelligence chrome-extension machine-learning wasm webgpu

Last synced: 05 Mar 2026

https://github.com/heyfey/vodascheduler

GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster (IC2E'23)

deep-learning distributed-computing horovod kubeflow kubernetes machine-learning mlops pytorch scheduling tensorflow

Last synced: 13 Mar 2026

https://github.com/numerai/signals-example-scripts

The official example scripts for the Numerai Signals Data Science Tournament

machine-learning numerai quant-finance

Last synced: 03 Apr 2026

https://github.com/erictleung/data-science-resources

:earth_americas: Readings and resource materials for data science

bioinformatics computational-biology linear-algebra machine-learning network-science statistical-learning statistical-methods statistics

Last synced: 27 Feb 2026

https://github.com/hanzopgp/modernapproachaiexercices

Artificial Intelligence A Modern Approach 4th edition exercices.

artificial-intelligence computer-vision constraint-satisfaction-problem deep-learning machine-learning natural-language-processing personal reinforcement-learning

Last synced: 26 Oct 2025

https://github.com/deepmodeling/DeePTB

DeePTB: A deep learning package for tight-binding approach with ab initio accuracy.

dft hamiltonian machine-learning slater-koster tight-binding

Last synced: 24 Mar 2025

https://github.com/sash-a/codeepneat

An implementation of CoDeepNEAT using pytorch with extensions

automl machine-learning neat neat-algorithm neural-architecture-search neuroevolution

Last synced: 04 Jul 2025

https://github.com/juliaml/mllabelutils.jl

Utility package for working with classification targets and label-encodings

classification julia machine-learning preprocessing

Last synced: 05 Jul 2025

https://github.com/pawarbi/blog

PawarBI

machine-learning powerbi powerquery python timeseries-forecasting

Last synced: 20 Jul 2025

https://github.com/borgwardtlab/neural-persistence

Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology'

algebraic-topology deep-learning iclr iclr2019 machine-learning neural-networks persistent-homology

Last synced: 16 Aug 2025

https://github.com/juliaml/transformations.jl

Static transforms, activation functions, and other implementations of LearnBase abstractions

julialang machine-learning neural-networks

Last synced: 05 Oct 2025

https://github.com/kasperskylab/knp

Kaspersky Neuromorphic Platform

cpp machine-learning ml neural-network python spiking

Last synced: 29 Jul 2025

https://github.com/snowflake-labs/sfguide-recommender-pipeline

Snowflake Guide: Building a Recommendation Engine Using Snowflake & Amazon SageMaker

amazon-sagemaker machine-learning sagemaker sagemaker-example snowflake snowflake-guide snowflakedb

Last synced: 02 Oct 2025

https://github.com/wbuchwalter/fairing

👩‍🔬[Experimental] Easily train and serve ML models on Kubernetes, directly from your python code.

kubeflow kubernetes machine-learning

Last synced: 06 Apr 2025

https://github.com/prakhar-ff13/customer-analytics

Machine Learning Case study on customer segmentation and prediction of groups.

analytics case-study data-analysis data-science data-visualization dimensionality-reduction machine-learning python python3

Last synced: 24 Jul 2025

https://github.com/revca-anai/anai

A to Z of ML

automation automl machine-learning machine-learning-algorithms python scikit-learn sklearn

Last synced: 10 Apr 2025

https://github.com/rahulbhalley/deep-learning-in-s4tf

Get started with Swift for TensorFlow by examples

deep-learning deep-neural-networks generative-adversarial-network machine-learning neural-networks s4tf swift swift-examples swift-for-tensorflow tensorflow tensorflow-examples tensorflow-tutorials visualization

Last synced: 04 Aug 2025

https://github.com/tgsmith61591/skutil

NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-learn and h2o extension classes (as well as caret classes for python). See more here: https://tgsmith61591.github.io/skutil

h2o machine-learning pandas python sklearn

Last synced: 13 Apr 2025

https://github.com/nanowell/q-sparse-llm

My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated

artificial-intelligence deep-neural-networks deeplearning large-language-models machine-learning q-sparse sparse-neural-networks transformer

Last synced: 24 Jun 2025

https://github.com/aiff22/decision-stream

Clojure implementation of the paper "Decision Stream: Cultivating Deep Decision Trees"

classification decision-stream decision-trees machine-learning machine-learning-algorithms nodes-merging regression two-sample-statistics

Last synced: 12 May 2025

https://github.com/lusinlu/gradient-variance-loss

Code of the ICASSP 2022 paper "Gradient Variance Loss for Structure Enhanced Super-Resolution"

deep-learning loss loss-functions machine-learning model-optimization super-resolution training upscaling

Last synced: 20 Jun 2025

https://github.com/nadhirfr/rf-ids

Machine Learning Based - Intrusion Detection System

cic-ids-2018 data-science ddos ddos-detection ddos-mitigation django-framework intrusion-detection intrusion-detection-system machine-learning machinelearning random-forest sflow sflow-rt software-defined-network

Last synced: 26 Oct 2025

https://github.com/juandelgadillo/angular-autodraw

An Angular app integrating Google's AutoDraw AI API through Canvas

ai angular art autodraw deep-learning machine-learning

Last synced: 23 Mar 2025

https://github.com/devinterview-io/mlops-interview-questions

🟣 MLOps interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.

ai-interview-questions coding-interview-questions coding-interviews data-science data-science-interview data-science-interview-questions data-scientist-interview interview-practice interview-preparation machine-learning machine-learning-and-data-science machine-learning-interview machine-learning-interview-questions mlops mlops-interview-questions mlops-questions mlops-tech-interview software-engineer-interview technical-interview-questions

Last synced: 03 Feb 2026

https://github.com/ashryaagr/fairness.jl

Julia Toolkit with fairness metrics and bias mitigation algorithms

bias-audit bias-mitigation fairness fairness-assessment fairness-ml julia machine-learning mlj

Last synced: 15 Apr 2025

https://github.com/frantic0/sema-engine

A Signal Engine for a Live Code Language Ecosystem

digital-signal-processing grammar-specification machine-learning webaudio

Last synced: 30 Jun 2025

https://github.com/abacaj/transformers-docker

Run, build, test transformer models using docker

deep-learning docker machine-learning transformers

Last synced: 26 Feb 2025

https://github.com/microsoft/responsible-ai-workshop

Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice

error-analysis explainability explainable-ai explainable-ml fairness fairness-ai fairness-ml jupyter-notebook machine-learning ml mlops-workshop principles responsible-ai widgets

Last synced: 16 Mar 2026

https://github.com/moaminsharifi/my-ai-resource

Hello My friend , In This repository I Store My AI and Machine Learning + Deep Learning Resources. In here I list paid and free course and books.

deep-learning machine-learning udacity

Last synced: 15 Oct 2025

https://github.com/dtormoen/neural-open.nvim

A smart picker for Snacks.nvim that trains a neural network with your file picking preferences.

lua machine-learning neovim neovim-plugin snacks-nvim

Last synced: 02 Mar 2026

https://github.com/scdataset/scdataset

scDataset: Scalable Data Loading for Deep Learning on Large-Scale Single-Cell Omics

big-data bioinformatics deep-learning machine-learning omics pytorch rna-seq single-cell

Last synced: 08 Oct 2025

https://github.com/linkedin/performance-quality-models

Personalizing Performance model repository

machine-learning tensorflow tensorflow-python tensorflowjs

Last synced: 09 Oct 2025

https://github.com/alon-albalak/flad

Few-shot Learning with Auxiliary Data

few-shot few-shot-learning machine-learning machine-learning-algorithms machinelearning ml

Last synced: 04 Mar 2026

https://github.com/adityashrm21/bike-sharing-demand-kaggle

Top 5th percentile solution to the Kaggle knowledge problem - Bike Sharing Demand

bikesharing boxplots data-science datascience decision-trees feature-engineering feature-extraction kaggle kaggle-competition kaggle-dataset kaggle-scripts log-transformation machine-learning r random-forest

Last synced: 07 Jul 2025

https://github.com/ai4ce/EgoPAT3D

[CVPR 2022] Egocentric Action Target Prediction in 3D

3d-computer-vision computer-vision dataset deep-learning egocentric-vision human-robot-collaboration human-robot-interaction machine-learning multimodal-learning target-prediction wearable-robotics

Last synced: 20 Mar 2025

https://github.com/silk-road/statistical_learning_method_by-dr.-li-hang

基于Julia 1.0写李航博士《统计学习方法》

julialang machine-learning statistical-learning

Last synced: 10 Apr 2025

https://github.com/hktxt/Courses

An AI engineer Prepares / 算法工程师自我修养

assignments course coursera deep-learning machine-learning

Last synced: 26 Mar 2025

https://github.com/eminSerin/NBS-Predict

A prediction-based extension of network-based statistics.

biomarkers connectome machine-learning nbs-predict neuroimaging

Last synced: 01 May 2025

https://github.com/mohamedsadiq/lightup

AI Genius annotations for every page on the web.

ai artificial-intelligence chrome chrome-browser chrome-extension chrome-extensions chrome-plugin extension extensions giminai javascipt javascript llm lmstudio machine-learning openai popup react typescript

Last synced: 10 Apr 2025

https://github.com/m-clark/data-processing-and-visualization

This document forms the basis of several workshops/talks that get into everyday programming with R, but also includes mirrored code in Python as Jupyter notebooks.

data-processing data-science datatable dplyr ggplot2 htmlwidgets jupyter-notebooks machine-learning model-criticism modeling numpy pandas programming programming-exercises python r tidyverse visualization workshop workshops