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
JSON Representation

https://github.com/mccorby/ml-letterpredictor-android

Simple ML project that links TensorFlow and Android

machine-learning predictive tensorflow

Last synced: 23 Apr 2025

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

🟣 Tensorflow 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 software-engineer-interview technical-interview-questions tensorflow tensorflow-interview-questions tensorflow-questions tensorflow-tech-interview

Last synced: 04 Jul 2025

https://github.com/zamaex96/hybrid-cnn-lstm-with-spatial-attention

This documents the training and evaluation of a Hybrid CNN-LSTM Attention model for time series classification in a dataset. The model combines convolutional neural networks (CNNs) for feature extraction, long short-term memory (LSTM) networks for sequential modeling, and attention mechanisms to focus on important parts of the sequence.

attention cnn-classification hybrid lstm-model machine-learning

Last synced: 08 Jan 2026

https://github.com/aurelio-amerio/ConcreteDropout

Concrete Dropout implementation for Tensorflow 2.0 and PyTorch

concrete-dropout deep-learning dropout machine-learning neural-network pytorch pytorchlightning tensorflow

Last synced: 04 May 2025

https://github.com/marcos-venicius/smlf

A small machine learning framework with ONLY python and math

artificial-intelligence deep-learning ia machine-learning ml models neural-network xor

Last synced: 12 Apr 2025

https://github.com/vchrombie/cap-america

Malicious Content Detection :shield: using ML.

machine-learning malware-detection web-security

Last synced: 04 Sep 2025

https://github.com/chongyasong/youml

YouML: A Machine Learning Toolkit

ai artificial-intelligence big-data data-mining data-science machine-learning matplotlib numpy pandas python scikit-learn scipy

Last synced: 11 Apr 2025

https://github.com/nanamare/android_pose_estimation_mace

pose estimation for android using mace engine

ai android deep-learning mace machine-learning mobile ncnn pose pose-estimation pose-estimator tensorflow tensorflowlite vision xiaomi

Last synced: 22 Apr 2025

https://github.com/podorozhny/wsn-routing-ga

BMSTU Master's thesis. Energy efficient wireless sensor network routing protocol with hierarchical clustering based on the genetic algorithm.

clustering-algorithm ga genetic-algorithm machine-learning matlab ml php php7 routing-algorithm routing-protocols wireless-sensor-networks wsn

Last synced: 09 Apr 2025

https://github.com/aaaastark/top-big-data-scientist-questions-for-interview

https://github.com/techshot25/healthcare

Insurance cost predictor

bayesian-regression data-analysis data-science linear-regression machine-learning polynomial-regression random-forest-regression

Last synced: 24 Apr 2025

https://github.com/benc-uk/batcomputer

A working example of DevOps & operationalisation applied to Machine Learning and AI

api-wrapper azure azure-devops databricks docker kubernetes machine-learning

Last synced: 10 Mar 2025

https://github.com/floriank13/skyimages

Download and manage sky images for solar power forecasting.

data dataset datasets energy forecasting machine-learning python python-package pytorch

Last synced: 13 May 2025

https://github.com/ondrejbiza/racetrack

An environment for tabular Reinforcement Learning agents.

machine-learning reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms sutton-book

Last synced: 26 Apr 2025

https://github.com/blasbenito/collinear

R package to manage multicollinearity in modeling data frames.

machine-learning multicollinearity r-package statistics

Last synced: 22 Oct 2025

https://github.com/willianfuks/pyclickmodels

ClickModels for Search Engines Implemented on top of Cython.

clickmodels machine-learning search-engine

Last synced: 09 Oct 2025

https://github.com/jishanshaikh4/alpha-net

Alpha-Net: Architecture, Models, and Applications (https://arxiv.org/abs/2007.07221)

alpha-net computer-vision machine-learning

Last synced: 28 Jan 2026

https://github.com/xmartlabs/benderthon

Set of utilities to work easier with Bender.

bender caffe machine-learning neural-networks tensorflow

Last synced: 26 Oct 2025

https://github.com/ybubnov/metalchat

Llama inference for Apple Silicon

deep-learning machine-learning neural-networks

Last synced: 23 Feb 2026

https://github.com/gridaco/figma-archives

Figma Files Scraper for Research & Studies

crawler dataset design-database figma machine-learning scrapy selenium

Last synced: 06 Oct 2025

https://github.com/jackvial/tuatara

Tuatara: Deep Learning OCR Engine

computer-vision deep-learning machine-learning neural-networks nlp ocr text-detection text-recognition transformer

Last synced: 12 Oct 2025

https://github.com/thammuio/doc-genius-ai

DocGenius AI - Generative AI Chatbot for your Documents

ai-agents cloudera cloudera-machine-learning cml data-analytics document-processing enterprise-ai-solutions genai genai-chatbot llm machine-learning retrieval-augmented-generation

Last synced: 23 Jan 2026

https://github.com/craft-ai/sci

craft ai team scientific activities

artificial-intelligence machine-learning scientific-publications

Last synced: 24 Feb 2026

https://github.com/aurelio-amerio/concretedropout

Concrete Dropout implementation for Tensorflow 2.0 and PyTorch

concrete-dropout deep-learning dropout machine-learning neural-network pytorch pytorchlightning tensorflow

Last synced: 17 Mar 2026

https://github.com/akkefa/must-read-books-of-all-time

Must Read Books of All Time

algorithm books datastructures deep-learning machine-learning statistics

Last synced: 23 Jan 2026

https://github.com/banghuazhao/swift-ai-agent-demo

🤖 Native iOS implementation of the ReAct (Reasoning + Acting) AI agent pattern with SwiftUI. Watch AI think, act, and solve problems step-by-step using OpenAI's GPT models.

agent ai artificial-intelligence automation chatgpt demo gpt ios llm machine-learning mobile openai react-pattern reasoning swift swiftui

Last synced: 08 May 2026

https://github.com/azad-academy/personalized-diffusion

A Tutorial on Customized Image Generation by Fine-Tuning the Stable Diffusion Models

computer-vision deep-learning diffusion-models machine-learning

Last synced: 11 May 2025

https://github.com/silviobaratto/stockpy

Deep Learning Regression and Classification Library built on top of PyTorch and Pyro

classification deep-learning machine-learning pyro python pytorch regression

Last synced: 13 Apr 2025

https://github.com/federicoserini/data-ml-engineering-career-path

aws data-analysis data-engineering google-cloud-platform machine-learning statistics

Last synced: 29 Oct 2025

https://github.com/space10-community/ai-aerobics

"AI Aerobics" is a playful experiment by SPACE10 & CIRG.

ai machine-learning p5js reinforcement-learning

Last synced: 05 May 2025

https://github.com/jcapellman/mlids

Machine Learning Intrusion Detection and Network Monitor

csharp dotnet-core ids machine-learning ml-net

Last synced: 08 May 2025

https://github.com/instrumentbible/solfege.ai

Detect solfege hand signs using machine learning ✋ 🎹

choir hands instrument machine-learning midi music solfege solfege-hand-signs tensorflow

Last synced: 17 Mar 2025

https://github.com/snehankekre/streamlit-yellowbrick

Streamlit component for the Yellowbrick visualization and model diagnostics library

data-visualization machine-learning matplotlib python scikit-learn streamlit visualization yellowbrick

Last synced: 24 Oct 2025

https://github.com/enkore/zm-aidect

Turnkey human and object detection for Zoneminder

cctv machine-learning object-detection zoneminder

Last synced: 13 Apr 2025

https://github.com/saman-nia/deep-neural-networks-for-clustering

Deep Learning Clustering with Tensor-Flow in Python

autoencoder autoencoder-clustering deep-learning deep-neural-networks k-means-clustering machine-learning spectral-clustering tensorboard tensorflow tensorflow-examples tensorflow-experiments tensorflow-models tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/dovolopor-research/cnlp

🔥 专注于中文的「自然语言处理框架」：中文分词；平衡类别；数据集划分...

ai cnlp deep-learning machine-learning natural-language-processing neural-network nlp nlp-library rnn

Last synced: 17 Jul 2025

https://github.com/alecokas/flux-vae

Implementation of a Convolutional Variational Autoencoder in Flux.jl

blog cvae fashion-mnist flux julia julialang machine-learning vae variational-autoencoder

Last synced: 11 Apr 2025

https://github.com/slanglab/freq-e

Class frequency estimation software package

machine-learning statistics

Last synced: 14 Dec 2025

https://github.com/talfig/sign-language-recognition

Sign language recognition system using MobileNetV2 architecture and MediaPipe, accurately translating video inputs and live camera feeds into defined sign language with OpenCV.

machine-learning mediapipe opencv python sign-language-recognition

Last synced: 23 Jun 2025

https://github.com/seiyakobayashi/zkml-optimization

Optimization for on-chain private machine learning.

blockchain ethereum machine-learning merkle-proof merkle-tree neural-network optimization-algorithms zk zk-snarks zkml zkp

Last synced: 19 Mar 2025

https://github.com/MichWozPol/LEGO_StableDiffusion

The project aim was to fine-tune the stable diffusion model in order to generate images in the LEGO style based on the prompt.

fine-tuning image-generation machine-learning stable-diffusion

Last synced: 06 May 2025

https://github.com/sap-samples/acl2019-commonsense

Source code for the paper "Attention Is (not) All You Need for Commonsense Reasoning" published at ACL 2019.

commonsense-reasoning machine-learning nlp sample

Last synced: 13 Apr 2025

https://github.com/olamide100/capstone-project-mlops-zoomcamp

This is a capstone project associated with MLOps Zoomcamp. The end goal of the project is to build an end-to-end machine learning project containing feature engineering, training, validation, tracking, modeel deployment, hosting, and general engineering best practices aimed at making house price predictions.

cloud-computing datatalksclub house-price-prediction machine-learning mlops model-monitoring model-training orchestration

Last synced: 13 Apr 2025

https://github.com/devinterview-io/bias-and-variance-interview-questions

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

ai-interview-questions bias-and-variance bias-and-variance-interview-questions bias-and-variance-questions bias-and-variance-tech-interview 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 software-engineer-interview technical-interview-questions

Last synced: 08 Feb 2026

https://github.com/chaganti-reddy/evmarket-india

Electric Vehicle Market Segmentation Analysis in India

data-analysis data-science machine-learning market-segmentation pandas python

Last synced: 12 Apr 2025

https://github.com/sharathraparthy/research-readings

A personal project where I publish my research paper notes on a weekly basis.

deep-learning machine-learning mathemetics reinforcement-learning research-paper research-paper-summaries robotics simultion

Last synced: 10 Jul 2025

https://github.com/spencerhhubert/nexus

A LEGO® Sorting Machine

lego machine-learning neural-networks robotics

Last synced: 06 May 2025

https://github.com/jleinonen/geogan

Style-based GAN for geophysical fields

atmospheric-science climate-science deep-learning generative-adversarial-network machine-learning

Last synced: 19 Jun 2025

https://github.com/developmentseed/skynet-scrub-server

Backing store for developmentseed/skynet-scrub

database geojson geospatial machine-learning

Last synced: 30 Oct 2025

https://github.com/wazeerzulfikar/rtensorflow

GSoC '17 - R language bindings for TensorFlow

deep-learning machine-learning r tensorflow

Last synced: 07 May 2025

https://github.com/miffyli/minecraft-bc

Submission code of UEFDRL team to NeurIPS 2019 MineRL challenge (5th place)

imitation-learning keras machine-learning minecraft

Last synced: 13 Apr 2025

https://github.com/eliorc/denzel

Denzel Deployment Framework

deep-learning deployment machine-learning

Last synced: 12 Apr 2025

https://github.com/krypty/trefle

Trefle is a scikit-learn compatible estimator implementing the FuzzyCoCo algorithm that uses a cooperative coevolution algorithm to find and build interpretable fuzzy systems.

data-science deap evolutionary-algorithm fuzzy-logic interpretability machine-learning python scikit-learn

Last synced: 29 Oct 2025

https://github.com/altescy/logexp

🧪 A simple experiment manager for machine learning

experiment-manager machine-learning

Last synced: 13 Jul 2025

https://github.com/mlr-org/mlr3tuningspaces

Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem

automl hyperparameter-tuning machine-learning mlr3 r r-package tune tuning

Last synced: 20 Jul 2025

https://github.com/janeliascicomp/exllsm-circuit-reconstruction

Nextflow pipeline encapsulating workflows for analyzing expansion lattice light-sheet microscopy (ExLLSM) imagery

image-processing lightsheet machine-learning microscopy neuroscience nextflow-pipelines pipeline segmentation

Last synced: 25 Jan 2026

https://github.com/afritzler/docker-tensorflow-keras-gpu

Run Tensorflow and Keras with GPU support on Kubernetes

deep-learning docker gpu kubernetes machine-learning tensorflow

Last synced: 24 Jun 2025

https://github.com/business-science/workshop_2018_dsgo

DataScienceGO 2018 - Machine Learning Workshop

machine-learning r-programming

Last synced: 12 Apr 2025

https://github.com/khuyentran1401/numerical-optimization-machine-learning

Codes for popular numerical optimization methods and machine learning algorithms

determinant-calculation gauss-elimination linear-algebra machine-learning machine-learning-algorithms matrix normalization numerical-optimization python3 vectors

Last synced: 13 Apr 2025

https://github.com/ruban2205/iris_classification

This repository contains the Iris Classification Machine Learning Project. Which is a comprehensive exploration of machine learning techniques applied to the classification of iris flowers into different species based on their physical characteristics.

iris-classification iris-dataset k-nearest-neighbor-classifier logistic-regression logistic-regression-algorithm machine-learning navie-bayes-algorithm support-vector-classifier

Last synced: 05 Aug 2025

https://github.com/badr-moufad/multivariate-time-series-clustering

Multivariate clustering of weather data. This is part of my research internship.

clustring internship machine-learning multivariate time-series univariate weather-data

Last synced: 10 Sep 2025

https://github.com/rasbt/datapipes-blog

Code for the DataPipes article

deep-learning machine-learning python pytorch

Last synced: 29 Oct 2025

https://github.com/kyegomez/hsss

Implementation of a Hierarchical Mamba as described in the paper: "Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling"

ai artificial-intelligence jesus machine-learning ml multi-modal multi-modality open-source pytorch rnn rnns ssms tensorflow zeta

Last synced: 07 May 2025

https://github.com/maxhalford/tuna

:fish: A streaming ETL for fish

etl feature-extraction go golang large-dataset machine-learning online-algorithms stream stream-processing

Last synced: 07 May 2025

https://github.com/mpes-kit/fuller

Probabilistic machine learning for reconstruction and parametrization of electronic band sturcture from photoemission spectroscopy data

arpes band-structure electron-spectroscopy fitting inference machine-learning markov-random-field materials-informatics materials-science mpes photoemission probabilistic-graphical-models reconstruction

Last synced: 07 Apr 2026

https://github.com/KevinMusgrave/record-keeper

Record experiment data easily

data experiments logging machine-learning pytorch

Last synced: 08 May 2025

https://github.com/adhadse/deepdubpy

A complete end-to-end Deep Learning system to generate high quality human like speech in English for Korean Drama (WIP)

cross-language deep-learning korean-drama machine-learning speech-sythesis tensorflow text-to-speech voice-cloning

Last synced: 17 Aug 2025

https://github.com/janasunrise/janasunrise

Get to know me better! If you like this, Star it too ✨

backend frontend full-stack github machine-learning python readme sunrit-jana

Last synced: 14 Apr 2025

https://github.com/pikarpov-lanl/sapsan

ML-based turbulence modeling for astrophysics

astrophysics machine-learning pytorch turbulence

Last synced: 14 Apr 2025

https://github.com/zaigie/stream-infer

Video streaming inference framework, integrating image algorithms and models for real-time/offline video structuring, lightweight NVIDIA DeepStream. 视频流式推理框架，结合图像算法和模型进行实时/离线视频结构化，轻量版 NVIDIA DeepStream

deep-learning deepstream inference machine-learning opencv real-time-analytics streaming-framework streamlit-webapp

Last synced: 28 Jul 2025

https://github.com/seandavi/machinelearningintro

Machine learning use cases for teaching

data-science machine-learning r rstats teaching-materials tutorial

Last synced: 05 Apr 2025

https://github.com/zziz/mean-shift

Mean-shift clustering in Python in 100 lines

machine-learning mean-shift meanshift python

Last synced: 27 Jul 2025

https://github.com/fabprezja/deep-fast-vision

A Python library for rapid prototyping of deep transfer learning vision models.

auto-ml computer-vision deep-learning machine-learning python tensorflow-keras

Last synced: 05 Apr 2025

https://github.com/apple/ml-interspeech2022-phi_rtn

Repository accompanying the Interspeech 2022 publication titled "Space-Efficient Representation of Entity-centric Query Language Models" by Van Gysel et al.

language-modeling machine-learning speech-recognition virtual-assistants

Last synced: 02 Aug 2025

https://github.com/h2oai/article-information-2019

Article for Special Edition of Information: Machine Learning with Python

data-science explainable-ai explainable-ml fairness-ai fairness-ml fairness-testing fatml iml interpretable-ai interpretable-machine-learning interpretable-ml machine-learning machine-learning-interpretability python xai

Last synced: 07 Apr 2025

https://github.com/srummanf/data-structures-and-algorithms_sql-da-ds_interview-practice

All in one place for Interview Preps - DSA - Data Analytics - ML/DL - Technical Interviews

aptitude-interview-prep codeforces data-analyst data-scientist data-structures-and-algorithms dsa interview-preparation java leetcode machine-learning

Last synced: 19 Aug 2025

https://github.com/takuti/anompy

A Python library for anomaly detection

anomaly-detection data-science forecasting machine-learning python

Last synced: 15 Apr 2025

https://github.com/jose-jaen/airbnb

Airbnb price prediction using Machine Learning and Deep Learning

ai algorithms bayes bayesian-optimization bayesian-statistics data-science deep-learning deployment econometrics machine-learning python streamlit xai

Last synced: 15 Apr 2025

https://github.com/ct83/bunyip

Bunyip is a Chrome Extension, which allows us to detect AI generated text, it helps users detect fake news articles which might be generated automatically and not by a real human!

artificial-intelligence chrome-extension chrome-extensions deep-learning gpt gpt-2 gpt-detector machine-learning natural-language-processing nlp nlp-machine-learning openai python python3 serverless-applications

Last synced: 16 Sep 2025

https://github.com/gabrielmfern/intricate

A gpu accelerated neural network Rust crate.

deep-learning gpu-accelerated-library gpu-acceleration machine-learning opencl rust

Last synced: 17 Mar 2025

https://github.com/amstuta/random-forest

Implementation of a Random Forest classifier in both Python and Scala

decision-tree machine-learning random-forest-classifier

Last synced: 05 Aug 2025

https://github.com/folhascadentes/mamao-app

An open-source platform designed for the crowdsourcing of sign language datasets. The project aims to foster a diverse and inclusive dataset, collected from a broad user base, to train and improve AI-driven sign language translation systems

accessibility artificial-intelligence computer-vision crowdsourcing dataset inclusive-design machine-learning open-source sign-language translation

Last synced: 12 Aug 2025

https://github.com/ipums/hlink

Hierarchical record linkage at scale

machine-learning pyspark python record-linkage

Last synced: 19 Feb 2026

https://github.com/gjbex/Deploying-LLMs-locally

Material for a training on AI tools

artificial-intelligence artificial-neural-networks deep-learning deployment llama llm machine-learning machine-learning-algorithms training training-materials

Last synced: 10 Aug 2025

https://github.com/rapidrabbit76/sketchcolorization

line drawing colorization using pytorch

deep-learning gans generative-adversarial-network machine-learning onnx paintschainer pytorch

Last synced: 15 Jul 2025

https://github.com/nanxstats/msaenet

🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions

false-positive-control high-dimensional-data linear-regression machine-learning variable-selection

Last synced: 22 Apr 2025

https://github.com/getindata/kedro-snowflake

Kedro Snowflake / Snowpark plugin

kedro machine-learning mlops snowflake snowpark

Last synced: 09 Apr 2025

https://github.com/ayush585/edgex

Edgex is a Gen Z-powered AI mentorship movement — not just code. We help students navigate emotional chaos and career confusion with smart, empathetic AI. Built with passion, heart, and vision. 💬🎯 Join the mission. Be the reason someone finds clarity.

ai ai-chatbot ai-mentor career-guidance career-mentor edgex emotional-support firebase-auth genz groq gssoc gssoc25 llama3 machine-learning mentorship nodejs open-source react student-wellbeing

Last synced: 11 Apr 2026

https://github.com/iqtlabs/rfclassification

Project aimed to use RF signals to detect and classify devices

classification detection machine-learning rf

Last synced: 29 Sep 2025

https://github.com/davidgasquez/letter-recognition

:information_source: Application of Machine Learning techniques to identify randomly distorted capital letters in the English alphabet.

letter-recognition machine-learning

Last synced: 05 Mar 2026

https://github.com/adeshpande3/quandl-machine-learning

Using the Quandl API to (try) to apply ML to the stock market

machine-learning quandl-api quandl-machine-learning quantitative-finance

Last synced: 13 May 2025

https://github.com/SystemsGenetics/gene-oracle

Feature extraction algorithm for genomic data

bioinformatics dataset deep-learning gene genetic-algorithm machine-learning rna-seq

Last synced: 16 Mar 2025

https://github.com/jimouris/curl

Curl: Private LLMs through Wavelet-Encoded Look-Up Tables

approximation dwt machine-learning mpc ppml privacy-preserving-machine-learning secure-multiparty-computation wavelet-transform wavelets

Last synced: 08 Apr 2025

https://github.com/pxl-th/monodepth2.jl

Self-supervised monocular depth estimation

computer-vision deep-learning depth-estimation flux julia-language machine-learning monodepth monodepth2 neural-networks self-supervised self-supervision

Last synced: 23 Mar 2025

https://github.com/p1ayer-1/llama-libtorch

Llama causal LM fully recreated in LibTorch. Designed to be used in Unreal Engine 5

libtorch llama2 llamacpp machine-learning pytorch

Last synced: 11 Oct 2025

https://github.com/correia-jpv/fucking-awesome-datascience

📝 An awesome Data Science repository to learn and apply for real world problems. With repository stars⭐ and forks🍴

analytics awesome awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science

Last synced: 27 Apr 2025

https://github.com/amirhosseinhonardoust/underwriting-decision-safety-lab

A decision-safety lab for loan approval: trains a baseline classifier, calibrates probabilities (ECE/Brier), sweeps confidence thresholds to build a coverage, quality frontier and outputs a defensible abstention policy (auto-decide vs review). Includes a Streamlit dashboard for report cards, triage UI, and data quality checks.

abstention calibration classification credit-risk data-quality data-science decision-policy loan-approval machine-learning mlops model-evaluation monitoring pandas reliability responsible-ai scikit-learn selective-classification streamlit uncertainty underwriting