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: 2026-07-23 00:18:04 UTC
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https://github.com/alexkychen/assignpop

Population Assignment using Genetic, Non-genetic or Integrated Data in a Machine-learning Framework. Methods in Ecology and Evolution. 2018;9:439–446.

cross-validation data-integration gbs machine-learning population-assignment population-genomics r radseq

Last synced: 14 Apr 2025

https://github.com/balins/fuzzytree

A Fuzzy Decision Tree implementation for Python.

classification decision-trees fuzzy-logic machine-learning scikit-learn

Last synced: 14 Apr 2025

https://github.com/steverab/tensor-gmm

Implementation of learning a Gaussian mixture model using tensor decomposition.

gaussian-mixture-models machine-learning method-of-moments power-method tensor-decomposition tensors

Last synced: 14 Apr 2025

https://github.com/bhrnjica/gpdotnet

GPdotNET is an open source computer program for running tree based genetic programming.

genetic-programming machine-learning

Last synced: 16 Jan 2026

https://github.com/lvalnegri/workshops-setup_cloud_analytics_machine

Tips and Tricks to setup a cloud machine for Analytics and Data Science with R, RStudio and Shiny Servers, Python and JupyterLab

analytics cloud dashboard data-science docker dockerfile jupyterlab linux machine-learning python r raspberry-pi rmarkdown rstats rstudio-server scipy shiny shiny-apps shiny-server ubuntu

Last synced: 30 Jul 2025

https://github.com/lovenui/ai-in-finance

🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.

llms machine-learning quantitative-finance reinforcement-learning trading-strategies

Last synced: 15 Feb 2026

https://github.com/openlayer-ai/openlayer-python

The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈

ai data-centric machine-learning machine-learning-operations ml ml-infrastructure mlops model-deployment model-explainability openlayer synthetic-dataset-generation tensorflow unbox

Last synced: 22 Jun 2026

https://github.com/boschresearch/exekglib

Python library for Executable Machine Learning Knowledge Graphs

data-science knowledge-graph-construction machine-learning machine-learning-pipelines python

Last synced: 07 Oct 2025

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

Abstractions for Julia Machine Learning Packages

julia machine-learning

Last synced: 21 Oct 2025

https://github.com/modzy/sdk-javascript

The official JavaScript SDK for the Modzy Machine Learning Operations (MLOps) Platform.

ai-security api-client api-rest drift-detection explainable-ai javascript kubernetes machine-learning machine-learning-operations microservices mlops model-serving production-machine-learning

Last synced: 17 Mar 2026

https://github.com/lovnishverma/slidespptspdfs

Pdfs For Learning Python, DBMS, Big Data and Data Science AIML and much more...

aiml airtificialintelligence bigdata datascience machine-learning nosql-database

Last synced: 07 Feb 2026

https://github.com/yizhe-ang/fake-detection-lab

Media Forensics / Fake Detection experiments in PyTorch. Implements Fighting Fake News: Image Splice Detection via Learned Self-Consistency

adversarial-attacks adversarial-machine-learning deep-learning deeplearning fake-news-detection machine-learning pytorch

Last synced: 23 Feb 2026

https://github.com/jg-you/dyvider

Dynamic programming algorithms for exact linear clustering in networks.

clustering graph-algorithms machine-learning network-embedding

Last synced: 14 Jan 2026

https://github.com/opentensor/validators

Repository for bittensor validators

ai blockchain cryptocurrency deep-learning machine-learning neural-networks pytorch torch validators wandb

Last synced: 28 Feb 2026

https://github.com/nico-curti/deepskin

Wound analysis using smartphone images

image-processing image-segmentation machine-learning medical-imaging python wound wound-healing

Last synced: 06 Oct 2025

https://github.com/mint-lab/dl_tutorial

Machine Learning and Deep Learning Tutorial

deep-learning dl machine-learning ml pytorch sckit-learn

Last synced: 28 Oct 2025

https://github.com/alphansahin/wireless-federated-learning-with-non-coherent-over-the-air-computation

This respository consists of the source codes that allow one to realize over-the-air computation for federated edge learning by using Adalm Pluto SDRs.

adalm communications federated federated-learning learning machine-learning over-the-air-computation pluto sdr signsgd wireless

Last synced: 28 Jan 2026

https://github.com/chihayayuka/open-o3

Run o3-pro on your computer. 🌌

ai deep-learning langchain machine-learning o3 openai openai-o3

Last synced: 26 Oct 2025

https://github.com/princeton-nlp/semsup

Semantic Supervision: Enabling Generalization over Output Spaces

deep-learning machine-learning

Last synced: 27 Apr 2025

https://github.com/srgrace/generative-ai-compass

A comprehensive guide to navigating the world of generative artificial intelligence!

ai cv data-science deep-learning genai llms machine-learning nlp vlms

Last synced: 23 Jan 2026

https://github.com/twilio-labs/ml-training-api

A service template for asynchronous machine learning model training

machine-learning python

Last synced: 07 May 2025

https://github.com/dmesquita/dvc_pipelines_and_experiments_tutorial

Building a maintainable Machine Learning pipeline using DVC

dvc dvc-for-experiment-management experiments machine-learning pipelines project-management reproducibility

Last synced: 07 May 2025

https://github.com/JosephTLucas/lintML

A security-first linter for code that shouldn't need linting

linter machine-learning security

Last synced: 18 Apr 2025

https://github.com/zabir-nabil/gcp-ml-certification

A study guide for preparing for the GCP Professional Machine Learning Certification in one week or less.

gcp gcp-certification gcp-machine-learning-certification gcp-ml gcp-ml-certification google-cloud google-cloud-certification google-cloud-platform machine-learning machine-learning-certification

Last synced: 06 Jan 2026

https://github.com/appcoda/ml-kit-demo

A demo app showing you how to use Google ML Kit in iOS for Face Detection

google machine-learning

Last synced: 13 Apr 2025

https://github.com/wellcometrust/grants_tagger

Tag grants with MeSH and other tags

datascience machine-learning mesh mle-team natural-language-processing transformers

Last synced: 18 Jan 2026

https://github.com/scobru/nimbus2000-ui

Forecast Dashboard for BTC with AI

ai btc cryptocurrency finance forecast machine-learning openbb technical-analysis

Last synced: 24 Mar 2025

https://github.com/stephanakkerman/crypto-forecasting-benchmark

This repository contains the codebase used in the research conducted for the paper titled "Benchmarking Cryptocurrency Forecasting Models in the Context of Data Properties and Market Factors." The study involved a rigorous assessment of thirteen different time series forecasting models over twenty-one cryptocurrencies and four distinct time frames.

crypto cryptocurrencies cryptocurrency hyperoptimization hyperparameter-optimization machine-learning price-analysis price-prediction price-prediction-model time-series time-series-analysis time-series-forecasting volatility

Last synced: 10 Apr 2025

https://github.com/fabianp/mash_2016_sklearn_intro

Material for the MASH course on introduction to scikit-learn

machine-learning notebooks scikit-learn tutorial

Last synced: 15 Apr 2025

https://github.com/paoloripamonti/face-recognition

Face Recognition

deep-learning face-alignement face-detection face-encoding face-recognition machine-learning

Last synced: 21 Apr 2025

https://github.com/karenina-na/deep-learning-framework

深度学习脚手架

cnn cv deep-learning deep-neural-networks drl gan gnn machine-learning nlp python pytorch transformer

Last synced: 10 Jul 2025

https://github.com/arabian9ts/vgg16

VGG16 network for recognition

deep-learning machine-learning python tensorflow vgg16

Last synced: 06 May 2025

https://github.com/gansanay/numerai

Code and notebooks from experiments in Numer.ai

machine-learning

Last synced: 25 Jul 2025

https://github.com/santiviquez/ageml

Study the temporal performance degradation of machine learning models.

machine-learning performance-degradation

Last synced: 03 May 2025

https://github.com/AlexanderMelde/Verkehrszeichenerkennung

Traffic Sign Detection 🇩🇪 Praktische Implementierung einer Verkehrszeichenerkennung mit OpenCV und Tensorflow im Rahmen einer Studienarbeit.

autonomous-driving cnn computer-vision dataset gtsrb machine-learning opencv paper tensorflow traffic-sign-classification

Last synced: 06 May 2025

https://github.com/kartikmehta8/comfortconnect

ComfortConnect aims to help people suffering from depression, anxiety, and suicidal thoughts through a comprehensive and accessible voice-based platform for mental health support.

alexa flutter machine-learning nodejs react twilio

Last synced: 13 Apr 2025

https://github.com/weltxing/pydt

决策树分类与回归模型的实现和可视化

decision-trees machine-learning prune visualization

Last synced: 09 Jul 2025

https://github.com/jef1056/jv6

Jade V6 - Based on GPT

ai chatbot jadeai machine-learning

Last synced: 14 Jul 2025

https://github.com/jnrmnt/zemberekdotnet

ZemberekDotNet is the .NET Port of Zemberek-NLP (Natural Language Processing tools for Turkish).

csharp language machine-learning morphology natural-language-processing nlp nuget turkish zemberek zemberek-nlp

Last synced: 18 Apr 2025

https://github.com/kysely/sentiment-analysis-czech

Conducting and publishing sentiment analysis experiments in the Czech language

czech machine-learning sentiment-analysis

Last synced: 05 Jul 2025

https://github.com/kaslanarian/pydt

决策树分类与回归模型的实现和可视化

decision-trees machine-learning prune visualization

Last synced: 08 May 2025

https://github.com/neemiasbsilva/case-study-data-science

Welcome to some case study of data science projects - (Personal Projects).

anomaly-detection case-study-data-science census-income churn-prediction data-science data-science-projects decision-tree healthcare house-price-prediction logistic-regression machine-learning pyspark pyspark-mllib rag-chatbot spaceship-titanic

Last synced: 11 Apr 2025

https://github.com/winkjs/wink-regression-tree

Decision Tree to predict the value of a continuous target variable

continuous-variable decision-trees machine-learning prediction recursive-partitioning regression-trees

Last synced: 30 Apr 2025

https://github.com/elimu-ai/ml-authentication

😶‍🌫️ Android application for authenticating the current student using face recognition

face-recognition machine-learning ml tensorflow

Last synced: 30 Apr 2025

https://github.com/mukeshmithrakumar/hackerranksolutions

My HackerRank Solutions for Python, Java, C, C++, Shell, SQL, JavaScript and Interview Preparation Kit

bash c cpp data-science hackerrank hackerrank-solutions interview-preparation interview-questions java javascript linux-shell machine-learning python python3 shell software sql

Last synced: 09 Jul 2025

https://github.com/vndee/sentivi

A Simple Tool For Sentiment Analysis

deep-learning machine-learning sentiment-analysis text-classification

Last synced: 15 Jun 2025

https://github.com/vivek3141/ml

Easy to use high level python library for popular machine learning algorithms. Has in-built support for graphing and optimizers based in C++.

convolutional-neural-networks gradient-descent k-means learn-machine-learning library linear-regression logistic-regression machine-learning ml-python neural-network nonlinear-regression python tensorflow

Last synced: 07 May 2025

https://github.com/jbris/time_series_anomaly_detection_examples

Several examples of anomaly detection algorithms for time series data.

anomaly-detection anomaly-detection-algorithm data-science docker grafana grafana-influxdb influxdb influxdb-grafana machine-learning machine-learning-algorithms python r rstudio statistics telegraf tensorflow tensorflow-examples tensorflow-tutorials time-series time-series-analysis

Last synced: 04 May 2025

https://github.com/yassersouri/fandak

:bangbang: (Experimental) A Framework for ML Research Using PyTorch :fire:

machine-learning pytorch

Last synced: 25 Jan 2026

https://github.com/bhky/nodding-pigeon

Detection and classification of head gestures in videos

gesture-classification gesture-detection keras machine-learning tensorflow2

Last synced: 10 Apr 2025

https://github.com/shriharsh-deshmukh/daa-ml-bt-algo

Design and Analysis of Algorithms, Machine Learning and Blockchain Technology code base.

blockchain-technology design-and-analysis-of-algorithms machine-learning

Last synced: 11 Apr 2025

https://github.com/ccrvlh/autoclass

Script that automatically classifies your bank statement into pre-determined labels.

banking banking-applications machine-learning personal-finance python scikit-learn

Last synced: 11 Apr 2025

https://github.com/aianytime/machine-learning-models-implementation

Implementation of several ML models on real-world datasets with detailed explanation in notebooks.

eda machine-learning machine-learning-algorithms ml numpy pandas pycaret python scikit-learn scikitlearn-machine-learning sklearn

Last synced: 28 Jun 2025

https://github.com/gjjvdburg/gensvm

A Generalized Multiclass Support Vector Machine available in Python, R, and C

c classification machine-learning multiclass-classification support-vector-machines

Last synced: 04 Oct 2025

https://github.com/google-marketing-solutions/vigenair

Recrafting Video Ads with Generative AI

ai generative-ai google-cloud large-language-models llm machine-learning vertex-ai video video-ads video-editing video-generation video-to-video vision

Last synced: 31 Jul 2025

https://github.com/mime-dream-team/mime-frontend

An easy-to-use, minimalist wireframing app powered by machine learning

developer-tools drawing-app machine-learning reactjs shape-detection socket-io tensorflow

Last synced: 13 Mar 2025

https://github.com/lukereichold/news-summarizer

Extractive automatic multi-document news article summarization

machine-learning nlp nltk python summarizer tf-idf

Last synced: 18 Feb 2026

https://github.com/daniel-furman/polyglot-or-not

Are foundation LMs multilingual knowledge bases? (EMNLP 2023)

emnlp2023 machine-learning nlp pytorch text-generation transformer

Last synced: 26 Jul 2025

https://github.com/paulescu/text-embedding-evaluation

Join 15k builders to the Real-World ML Newsletter ⬇️⬇️⬇️

embeddings llms llms-benchmarking machine-learning

Last synced: 14 Apr 2025

https://github.com/matcom/ml

Base machine learning image and environment.

docker keras machine-learning python sklearn tensorflow

Last synced: 11 Aug 2025

https://github.com/khaledsharif/tsetlinmachine

An implementation of the Tsetlin Machine in Rust

automata machine-learning rust

Last synced: 15 Jul 2025

https://github.com/amirmardan/ml_course

This repository belongs to the course of machine learning with Python which is getting ready for AUT

data-analysis-python data-science deep-learning keras machine-learning python pytorch scikit-learn tensorflow

Last synced: 28 Jul 2025

https://github.com/adityalab/samay

State-of-art Foundational Time-series models

deep-learning foundation-models machine-learning neural-networks pytorch time-series time-series-analysis

Last synced: 04 Apr 2025

https://github.com/yahia3200/detecto

A Handwriting Based Gender Classification Model

image-classification image-processing machine-learning

Last synced: 12 Jul 2025

https://github.com/biswadeep-roy/safety-detection-yolov8

It's a cutting-edge object detection model, to enhance safety measures by identifying and classifying objects related to personal protective equipment

machine-learning python safety safety-monitoring ultralytics yolo yolov8

Last synced: 05 Jul 2025

https://github.com/networks-learning/counterfactual-explanations-mdp

Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021

cognitive-therapy counterfactual-explanations counterfactuals explainable-ai explainable-ml machine-learning markov-deci mdp sequential-decision-making-problems

Last synced: 05 Jul 2025

https://github.com/tariktesfa/crop-yield-prediction-using-machine-learning-ensemble-algorithms

A Crop Yield prediction model which is using Machine Learning Ensemble Regression Algorithms

machine-learning python random-forest regression

Last synced: 24 Apr 2025

https://github.com/cocoindex-io/patient-intake-extraction

Patient Intake Form Extraction using llm

data-indexing etl healthcare llm machine-learning ocr rag

Last synced: 14 Jul 2026

https://github.com/hesamsheikh/animai-trainer

Train an LLM to generate cracked Manim animations for mathematical concepts.

fine-tuning llm machine-learning manim mathematics python

Last synced: 03 Jul 2025

https://github.com/pinak-datta/wiz-craft

A CLI-based dataset preprocessing tool for machine learning tasks. Features include data exploration, null value handling, one-hot encoding, and feature scaling, and download the modified dataset effortlessly.

cli cli-app dataset machine-learning preprocessing

Last synced: 13 Jul 2026

https://github.com/afshinm/juggernaut-demo

Juggernaut demo page

demo juggernaut machine-learning neural-network rust

Last synced: 26 Mar 2025

https://github.com/santiagxf/mlflow-deployments

Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily deploy them in production later.

machine-learning mlflow mlops

Last synced: 24 Apr 2025

https://github.com/naturale0/nlp-do-it-yourself

Implement well-known NLP models from scratch with high-level APIs.

machine-learning natural-language-processing nlp pytorch-examples tensorflow-examples

Last synced: 13 Jun 2025

https://github.com/brianyu28/authorship

An authorship attribution system based on a machine learning model using syntactic linguistic information as a feature set.

authorship-attribution computational-linguistics machine-learning

Last synced: 09 Apr 2025

https://github.com/tf-encrypted/tf-pjc

Bridge between TensorFlow and Google's Private Join and Compute library

cryptography homomorphic-encryption machine-learning private-intersection-sum private-set-intersection secure-computation tensorflow

Last synced: 09 Apr 2025

https://github.com/qinhanmin2014/machine-learning-in-action

Source code from the book Machine Learning in Action, corrected the errors, updated according to python 3.X

machine-learning machine-learning-algorithms

Last synced: 24 Apr 2025

https://github.com/opensourceai/tutorial

This is a machine learning and deep learning tutorial.（机器学习和深度学习教程）

deep-learning machine-learning pytorch tensorflow tutorial

Last synced: 13 Jun 2025

https://github.com/goessl/neuralnetwork

Very basic neural network implementation.

activationfunction ai artificial-intelligence derivatives feedforward-neural-network java java-8 java8 machine-learning machine-learning-algorithms machinelearning neural-nets neural-network neural-networks neuralnetwork neuralnetworks optimization propagation weight weights

Last synced: 23 Apr 2025

https://github.com/jgalego/awesome-safety-critical-ai

A curated list of references on the role of AI in safety-critical systems ⚠️

ai-privacy ai-safety artificial-intelligence awesome awesome-list awesome-lists compliance explainability genai machine-learning red-team reliability responsible-ai safety-critical trustworthy-ai

Last synced: 01 Mar 2025

https://github.com/yashksaini-coder/regression-with-an-abalone-dataset

Building a Linear regression model to predict the Age of Abalone from various physical measurements and implementing it in a web app based on Python 🐍

data-science kaggle linear-regression machine-learning streamlit

Last synced: 11 Apr 2025

https://github.com/nicklasvraa/vae_based_segmentation

Exploring variational-autoencoder-based semantic segmentation for analyzing CT-scans.

deep-learning machine-learning python pytorch segmentation variational-autoencoder

Last synced: 29 Oct 2025

https://github.com/dstalzjohn/py-poetry-m1

This repository contains a tutorial for using python poetry and tensorflow on a Apple M1 chip and x64/x86 system. Additionally when using the M1 chip, the power of its GPU is enabled for tensorflow.

m1 machine-learning python tensorflow

Last synced: 10 Apr 2025

https://github.com/4xyy/ai-vuln-scanner

An AI-powered web application vulnerability scanner that automates the detection of common security flaws and provides AI-driven insights for impact assessment and remediation suggestions.

ai automation csrf cybersecurity machine-learning penetration-testing python security-tools sql-injection ssrf vulnerability-scanning web-security xss

Last synced: 30 Apr 2025

https://github.com/onatm/license-against-the-machine

Strictly no AIs

ai license machine-learning

Last synced: 11 Jan 2026

https://github.com/theos-ai/easy-paddle-ocr

This a clean and easy-to-use implementation of Paddle OCR. Made with ❤️ by Theos AI.

custom-ocr license-plate-recognition machine-learning ocr optical-character-recognition paddle paddleocr paddlepaddle python text-recognition

Last synced: 08 Jul 2025

https://github.com/JnRMnT/ZemberekDotNet

ZemberekDotNet is the .NET Port of Zemberek-NLP (Natural Language Processing tools for Turkish).

csharp language machine-learning morphology natural-language-processing nlp nuget turkish zemberek zemberek-nlp

Last synced: 03 May 2025

https://github.com/bishal7679/asl-transformer

A user-friendly application for converting either audio or text into sign language animations.

argocd dockerfile gsoc-2023 kubernetes machine-learning mediapipe-hands rancher whisper-ai

Last synced: 08 Sep 2025

https://github.com/applenob/machine_learning_basic

my machine learning notes

jupyter-notebook machine-learning

Last synced: 29 Jun 2025

https://github.com/hoangsonww/ai-assistant-chatbot

👨🏻‍💻 Meet Lumina – my personal chatbot assistant designed to answer any questions. Powered by Optuna, RAG, LangChain, Llama3, LoRA optimization, and Pinecone, Lumina offers friendly support and smart solutions tailored for all conversations. Created as part of the mid-term project for COMP-488 at UNC.

api artificial-intelligence chat-application chatbot docker express fullstack-development langchain lumina machine-learning mongodb nodejs personal-assistant python rag react retreival-augmented-generation typescript vercel

Last synced: 26 Feb 2025

https://github.com/bgreenwell/MLDay18

Material from "Random Forests and Gradient Boosting Machines in R" presented at Machine Learning Day '18

decision-trees gradient-boosting-machine machine-learning partial-dependence-plot r random-forest variable-importance-plots

Last synced: 26 Apr 2025

https://github.com/zakuro-ai/sakura

Sakura is the ML library of the Zakuro framework. It provides asynchronous distributed training for Pytorch.

asynchronous-programming deeplearning machine-learning ml p2p p2p-network python sakura sakura-ml zakuro zakuro-ai

Last synced: 16 Jan 2026

https://github.com/liuxiaodong008008/matrix2

A better architected Matrix library in c++

broadcast broadcasting cpp cpp11 cpp14 cpp17 ease-to-use header-only library light lightweight machine-learning matrix matrix-class matrix-library matrix-structure optimization simple structure template

Last synced: 15 Apr 2025

https://github.com/dostonshernazarov/animalsclassificationmodel

AnimalsClassificationModel is a Python app that classifies animals from images using a ResNet34 model. It features a Streamlit interface and utilizes Plotly for visualization.

deep-learning machine-learning python resnet-34

Last synced: 07 May 2025

https://github.com/paperswithcode/sotabench-api

Easily benchmark Machine Learning models on selected tasks and datasets

benchmarking machine-learning

Last synced: 08 Apr 2025

https://github.com/jinglescode/unity-ml-agents-turret-defense

A reinforcement learning agent playing as the turret, where its goal is to allow ten friendly units to enter the base, and loses if an enemy unit has entered the base or if two friendly units were shot.

machine-learning mlagent reinforcement-learning unity

Last synced: 15 Apr 2025

https://github.com/windrises/recommendation

a recommendation system for Bangumi.tv

bangumi deep-learning keras machine-learning recommendation-system

Last synced: 16 May 2025

https://github.com/kyegomez/hrtx

Multi-Modal Multi-Embodied Hivemind-like Iteration of RTX-2

ai artificial-intelligence ensemble gpt4v machine-learning ml multi-modal multi-modality rt-2 rtx

Last synced: 16 Apr 2025

https://github.com/kyegomez/mobilevlm

Implementation of the LDP module block in PyTorch and Zeta from the paper: "MobileVLM: A Fast, Strong and Open Vision Language Assistant for Mobile Devices"

ai artificial-intelligence attention attention-is-all-you-need attention-mechanisms machine-learning ml