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: 2026-07-10 00:18:27 UTC
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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/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/khaledsharif/tsetlinmachine

An implementation of the Tsetlin Machine in Rust

automata machine-learning rust

Last synced: 15 Jul 2025

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/jaypmorgan/adversarial.jl

Adversarial attacks for Neural Networks written with FluxML

adversarial-attacks adversarial-machine-learning flux julia julialang machine-learning

Last synced: 05 Mar 2026

https://github.com/sayansomya/fire-and-smoke-detection

Research Internship project under Assistant Prof. Manish Bhatt of IIT, Guwahati

fire-detection fire-smoke-detection image-recognition machine-learning smoke-detection yolo yolov5 yolov8

Last synced: 09 Oct 2025

https://github.com/algorithmiaio/langpacks

Standardized builder and runners for Algorithmia algorithms

algorithmia algorithms machine-learning

Last synced: 15 Oct 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/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/stefandeveloper/heifip

heiFIP: A tool to convert network traffic into images for ML use cases

cybersecurity dataset-generation image-generator machine-learning netflow network-classification packet-analyser pcap pcap-parser python

Last synced: 08 May 2025

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/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/e0xextazy/nlp_huawei_new2_task

A new second practical assignment for Huawei's NLP course

deep-learning machine-learning nlp text-classification

Last synced: 11 Apr 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/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/nicolebrimmer/senior-thesis

Predicts heart attacks by applying deep learning to ECG signals

bioinformatics deep-learning lstm machine-learning

Last synced: 13 Apr 2025

https://github.com/openrndr/orml

OPENRNDR Machine Learning

machine-learning openrndr

Last synced: 06 Apr 2025

https://github.com/omaraflak/first-neural-network

Simple neural network implemented from scratch in C++.

cpp digits-recognition machine-learning matrix neural-network scratch supervised-learning

Last synced: 12 Apr 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/jef1056/jv6

Jade V6 - Based on GPT

ai chatbot jadeai machine-learning

Last synced: 14 Jul 2025

https://github.com/gansanay/numerai

Code and notebooks from experiments in Numer.ai

machine-learning

Last synced: 25 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/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/princeton-nlp/semsup

Semantic Supervision: Enabling Generalization over Output Spaces

deep-learning machine-learning

Last synced: 27 Apr 2025

https://github.com/faceplugin-ltd/facelivenessdetection-ios

Liveness detection SDK iOS- iBeta level 2 certified 3D passive liveness detection engine which can detect printed photos, video replay, 3D masks, and deepfake threats

biometric-authentication deep-learning deepfake-detection face-anti-spoofing face-anti-spoofing-sdk face-liveness-detection face-recognition fraud-detection fraud-prevention identity-verification liveness-detection liveness-detection-library liveness-detection-sdk machine-learning on-premise

Last synced: 09 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/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/soroushj/keras-balanced-batch-generator

A Keras-compatible generator for creating balanced batches

keras machine-learning machine-learning-algorithms

Last synced: 08 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/rumaan/machine-learning-lab-vtu

Repository with programs for the Machine Learning Lab VTU - (15CSL76) 📚

jupyter lab machine-learning machine-learning-lab python3 sklearn vtu

Last synced: 03 Jul 2025

https://github.com/mindful-ai-assistants/sumbot

:bowtie: SumBot Free Code - AI-Powered Message Summarization ChatBot

chatbotdevelopment design github-actions gpt-35-turbo machine-learning monica-ai naturallanguageprocessing oneness-consciousness open-ai-api openai text-summarization

Last synced: 11 Jul 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/brunocampos01/predicting-retail-churn-with-azure-ml-studio

Challenge to job: Data Scientist

api-rest azure azure-machine-learning-services azure-machine-learning-studio azure-pipelines challenge cheat-sheet-machine-learning cheat-sheets data-engineering data-engineering-pipeline data-science data-scientist deploy-machine-learning machine-learning machine-learning-studio pandas powerbi python python3 softplan

Last synced: 11 Apr 2026

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/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/chouffe/andrew-deeplearning-coursera

Deeplearning.ai - Andrew Ng - Coursera

andrew-ng coursera deep-learning keras machine-learning tensorflow

Last synced: 16 May 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/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/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/dotnet-labs/handwritingrecognition

Handwriting Recognition using ML.NET

dotnet dotnetcore handwriting-recognition handwritten-digit-recognition machine-learning machinelearning

Last synced: 11 Apr 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/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/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/windrises/recommendation

a recommendation system for Bangumi.tv

bangumi deep-learning keras machine-learning recommendation-system

Last synced: 16 May 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/yoshoku/rumale-torch

Rumale::Torch provides the learning and inference by the neural network defined in torch.rb with the same interface as Rumale.

deep-learning gem machine-learning ruby rumale

Last synced: 25 Apr 2025

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

Juggernaut demo page

demo juggernaut machine-learning neural-network rust

Last synced: 26 Mar 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/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/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/fulldecent/19-questions

A machine learning / bayesian inference engine assigning attributes to objects

artificial-general-intelligence artificial-intelligence artificial-neural-networks bayesian bayesian-inference bayesian-methods bayesian-network bayesian-optimization data-science entropy game machine-learning neural-network php

Last synced: 28 Sep 2025

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/zephery/weiboflask

微博情感分析，使用flask制作restful api，毕业设计衍生项目

adaboost bayes flask machine-learning

Last synced: 25 Apr 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/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/birdnet-team/birdnet-tiny-forge

Create your own birdsong logger, powered by BirdNET-Tiny.

ai birdsong edge-computing embedded kedro machine-learning

Last synced: 24 Jan 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/aakashns/deep-learning-workbook

A universal workflow for solving machine learning problems

deep-learning jupyter-notebook keras machine-learning tensorflow

Last synced: 03 Mar 2026

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/lbl-camera/fvgp

A software package for flexible HPC GPs

gaussian-processes machine-learning stochastic-optimization stochastic-processes

Last synced: 29 Jan 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/antoinehabis/deep-contourflow

Unsupervised, one-shot, instance-based active contour using deep learning features in python.

active-contour background-removal deep-learning foreground-extraction foreground-segmentation instance-based-learning machine-learning one-shot-learning python torch unsupervised unsupervised-learning

Last synced: 13 Jun 2026

https://github.com/mljar/mljar-api-R

R wrapper for MLJAR API

machine-learning machine-learning-api prediction-algorithm predictive-analytics predictive-modeling r

Last synced: 13 Jul 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/farzadforuozanfar/machine_learning

data science and machine learning with python

data-science kaggle machine-learning matplotlib numpy pandas pyplot python

Last synced: 12 Apr 2025

https://github.com/eigenfoo/modo-de-ambar

A text-based adventure game that uses a neural network to generate audio

machine-learning text-adventure

Last synced: 11 Mar 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/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/entrpn/serving-model-cards

Collection of OSS models that are containerized into a serving container

blip clip dataflow dreambooth esrgan gcp hugging-face huggingface huggingface-diffusers huggingface-transformers machine-learning machine-learning-models ml ml-serving ml-training stable-diffusion t5 vertex-ai vertexai

Last synced: 18 Jul 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/yashksaini-coder/binary-classification-churn-prediction

Bank Churn Binary Classification Project | Prediction of the bank churn implementing the Ensemble model building technique.

classification data-science ensemble-learning machine-learning machine-learning-algorithms supervised-learning

Last synced: 11 Apr 2025

https://github.com/pavelml-dev/ml-trading-systems

ML SUPERTREND ULTIMATE -ML- QLearning +Per + LSTM + CNN

algorithmic-trading backpropagation-learning-algorithm machine-learning open-source pine-script quantitative-trading reinforcement-learning trading

Last synced: 17 May 2026

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/juliaml/learnbase.jl

Abstractions for Julia Machine Learning Packages

julia machine-learning

Last synced: 21 Oct 2025

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/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/yyyikes/insult-generator

Offend your friends and family! Generate scathing insults based on an edited dataset of insults scraped from various places around the web.

flask funny insult-generator insulter insults machine-learning markov markov-chain markov-text-generator markovify offensive offensive-language python quote-generator rude text text-generators weird-language

Last synced: 14 Oct 2025

https://github.com/dr-saad-la/cs501-deep-learning-complete-course

Computer Science-501: Deep Learning Complete Course

computer-science course-materials data-science deep-learning dr-saad-laouadi machine-learning neural-networks python tensorflow

Last synced: 09 Apr 2025

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/tejasv58/fuzzy-c-means-from-scratch

Simple implementation of Fuzzy C-means algorithm using python. It is used for soft clustering purpose. Visualizing the algorithm step by step with the cluster plots at each step and also the final clusters.

clustering-algorithm fuzzy-cmeans fuzzy-cmeans-clustering machine-learning python soft-clustering unsupervised-learning

Last synced: 27 Oct 2025

https://github.com/googlecloudplatform/mis-ai-accelerator

Google Cloud Medical Imaging ML Development Accelerators

dicom foundational-models google-cloud jupyter machine-learning medical-imaging medical-imaging-suite pacs python

Last synced: 20 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/burakahmet/deeplearning.ai-tensorflow-advanced-techniques-specialization

Assignments, Labs and Quizzes from DeepLearning.AI TensorFlow: Advanced Techniques specialization

artificial-intelligence artificial-neural-networks convolutional-neural-networks coursera coursera-assignment deep-learning deeplearning-ai generative-adversarial-network generative-ai jupyter-notebook keras machine-learning machine-learning-algorithms machinelearning-python neural-network neural-networks object-detection python semantic-segmentation tensorflow

Last synced: 14 Oct 2025

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/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/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/applenob/machine_learning_basic

my machine learning notes

jupyter-notebook machine-learning

Last synced: 29 Jun 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/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/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/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/vndee/sentivi

A Simple Tool For Sentiment Analysis

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

Last synced: 15 Jun 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