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: 2026-07-06 00:18:12 UTC
JSON Representation

https://github.com/eBay/AutoOpt

Automatic and Simultaneous Adjustment of Learning Rate and Momentum for Stochastic Gradient Descent

hyperparameters learning-rate machine-learning momentum optimization pytorch sgd

Last synced: 08 May 2025

https://github.com/ottogroup/dstoolbox

Tools that make working with scikit-learn and pandas easier.

machine-learning pandas scikit-learn

Last synced: 13 Apr 2025

https://github.com/flyteorg/flyteconsole

The user interface for Flyte

flyte graph hacktoberfest machine-learning mlops protocol-buffers react redux typescript ui

Last synced: 02 Apr 2026

https://github.com/matteocourthoud/Machine-Learning-for-Economic-Analysis

Material for the exercise sessions of master course Machine Learning for Economic Analysis @UZH

course data-science econometrics economics machine-learning phd python statistics

Last synced: 15 Jun 2026

https://github.com/Novartis/scar

scAR (single-cell Ambient Remover) is a deep learning model for removal of the ambient signals in droplet-based single cell omics

cite-seq crispr-screen denoising-algorithm generative-model machine-learning probabilistic-graphical-models pytorch single-cell-rna-seq variational-autoencoder

Last synced: 28 Sep 2025

https://github.com/husseinfo/tracker

Face recognition based attendance system

automation-systems django face face-detection face-recognition face-recognition-python image-classification image-processing machine-learning python3

Last synced: 17 Aug 2025

https://github.com/maciejczyzewski/batchboost

batchboost is a variation on MixUp that instead of mixing just two images, mixes many images together.

deep-learning machine-learning pytorch

Last synced: 12 Apr 2025

https://github.com/rishit-dagli/conformer

An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras

artificial-intelligence attention-mechanism conformer convolutional-neural-networks deep-learning keras machine-learning speech-recognition tensorflow transformers

Last synced: 20 Aug 2025

https://github.com/mj-will/nessai

nessai: Nested Sampling with Artificial Intelligence

bayesian-inference bilby machine-learning nested-sampling normalizing-flows python pytorch

Last synced: 20 Feb 2026

https://github.com/novartis/scar

scAR (single-cell Ambient Remover) is a deep learning model for removal of the ambient signals in droplet-based single cell omics

cite-seq crispr-screen denoising-algorithm generative-model machine-learning probabilistic-graphical-models pytorch single-cell-rna-seq variational-autoencoder

Last synced: 21 Jul 2025

https://github.com/joergmlpts/nature-id

Identify plants, birds, and insects in photos. Should an identification to species be unsuccessful, an identification to a higher taxonomic level - like genus, family, or order - is made.

birds identification identifying-plants image-classification inaturalist insects machine-learning plants python taxonomy

Last synced: 25 Jun 2025

https://github.com/YuchenJin/autolrs

Automatic learning-rate scheduler

automl deep-learning hyperparameter-tuning learning-rate-scheduling machine-learning

Last synced: 14 Jul 2025

https://github.com/aslotte/mldotnet-real-time-data-streaming-workshop

A Machine Learning and Real-Time Data Analytics Workshop

azure azure-stream-analytics data-pipeline dotnetcore machine-learning mlnet workshop

Last synced: 31 Oct 2025

https://github.com/duyongan/nlp-is-so-easy

自然语言处理、深度学习、机器学习的一些个人博客

deep-learning machine-learning nlp

Last synced: 08 Oct 2025

https://github.com/crlandsc/torch-log-wmse

logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.

ai audio audio-denoising audio-quality audio-quality-assessment audio-separation audio-source-separation bss deep-learning loss-functions machine-learning mss music music-source-separation python sound-processing sound-separation sound-source-separation speech-denoising torch

Last synced: 30 Jan 2026

https://github.com/fedml-ai/fediot

Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.

anomaly-detection autoencoder cybersecurity federated-learning iot iot-application machine-learning pytorch raspberry-pi

Last synced: 22 Apr 2025

https://github.com/MarcelRobeer/ContrastiveExplanation

Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University

contrastive-explanations explainable-ai foil interpretability machine-learning model-agnostic

Last synced: 19 Apr 2025

https://github.com/aydinnyunus/machine-learning

Machine Learning (Easy to Hard step by step)

deep deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning deeplearning machine machine-learning machine-learning-algorithms machine-learning-coursera machine-translation machinelearning machinelearning-python python python-3 python-script python2 python27 python3

Last synced: 09 Apr 2025

https://github.com/aralroca/react-text-toxicity

Detect text toxicity in a simple way, using React. Based in a Keras model, loaded with Tensorflow.js.

javascript machine-learning preact react tensorflow text toxicity

Last synced: 19 Apr 2025

https://github.com/alexsosn/convnetswift

Swift port of ConvnetJS. [Work in progress]

convnetjs convolutional-neural-networks deep-learning deep-q-network deep-reinforcement-learning machine-learning swift-port

Last synced: 15 Jun 2025

https://github.com/william-murray1204/stable-diffusion-cpp-python

stable-diffusion.cpp bindings for python

ai bindings diffusion flux ggml image-generation img2img machine-learning stable-diffusion txt2img

Last synced: 07 Apr 2025

https://github.com/SamComber/spacv

Spatial cross-validation in Python.

cross-validation data-science geographic-data-science machine-learning python scikit-learn scikitlearn-machine-learning sklearn spatial-data-science

Last synced: 15 Mar 2025

https://github.com/onuralpszr/gfpgan-ncnn-vulkan

[WIP] NCNN with Vulkan implementation of GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration

cpp deep-learning hacktoberfest machine-learning ncnn

Last synced: 31 Jul 2025

https://github.com/rishit-dagli/transformer-in-transformer

An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches

artificial-intelligence attention-mechanism deep-learning image-classification machine-learning neural-networks sota tensorflow tnt transformer

Last synced: 13 Apr 2025

https://github.com/serp-ai/the-hitchhikers-guide-to-machine-learning-algorithms

The Hitchhiker's Guide to Machine Learning Algorithms: A book of machine learning algorithms & concepts explained to simply, even a human can understand.

book free-machine-learning-books machine-learning machine-learning-algorithms machine-learning-book machine-learning-books the-book-of-machine-learning-algorithms

Last synced: 11 Apr 2025

https://github.com/babylonhealth/fuzzymax

Code for the paper: Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors, ICLR 2019.

machine-learning natural-language-processing research-paper similarity-measures word-embeddings word-vectors

Last synced: 15 Apr 2025

https://github.com/neka-nat/gazebo_domain_randomization

Domain randomization for gazebo simulator

domain-randomization gazebo gazebo-plugin machine-learning reinforcement-learning ros simulation

Last synced: 22 Mar 2025

https://github.com/ruu3f/freegpt-discord

Discord chatbot and image generator powered by freeGPT. Now with image detection.

ai artificial-intelligence bot chatgpt deep-learning discord freegpt gpt gpt4all gpt4free image image-detection image-processing llama llm machine-learning nlp python

Last synced: 16 Mar 2025

https://github.com/jinglescode/textual-similarity-universal-sentence-encoder

Extract embeddings and group sentences with universal sentence encoder package from TensorFlow.js.

javascript machine-learning natural-language-processing tensorflowjs

Last synced: 15 Apr 2025

https://github.com/vinhkhuc/jcrfsuite

Java interface for CRFsuite: http://www.chokkan.org/software/crfsuite/

crf crfsuite java jni machine-learning nlp

Last synced: 29 Jan 2026

https://github.com/automatika-robotics/embodied-agents

EmbodiedAgents is a fully-loaded ROS2 based framework for creating interactive physical agents that can understand, remember, and act upon contextual information from their environment.

deeplearning embodied-agent embodied-ai generative-ai godel-machine llm machine-learning multimodal ollama physical-ai roboml robotics ros2 vllm

Last synced: 18 Jan 2026

https://github.com/blindedjoy/rctorch

a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning

artificial-intelligence artificial-neural-networks bayesian-optimization echo-state-networks machine-learning pytorch reservoir-computing

Last synced: 15 Mar 2026

https://github.com/leriomaggio/python-data-science

Lecture notes and materials for Python Data Science course

data-science jupyter-notebooks machine-learning materials python-tutorials

Last synced: 26 Oct 2025

https://github.com/cztomsik/ggml-js

JavaScript bindings for the ggml-js library

ggml machine-learning node-js

Last synced: 15 Oct 2025

https://github.com/explosion/spacy-huggingface-hub

🤗 Push your spaCy pipelines to the Hugging Face Hub

huggingface machine-learning ml-models models natural-language-processing nlp spacy

Last synced: 19 Oct 2025

https://github.com/cesium-ml/cesium_web

Cesium Web Frontend

machine-learning time-series web-frontend

Last synced: 23 Feb 2026

https://github.com/pyfenn/fenn

Friendly Environment for Neural Networks (fenn) is a simple framework that automates ML/DL workflows by providing prebuilt trainers, templates, logging, configuration management, and much more.

beginner-friendly beginner-project contributions-welcome deep-learning deep-neural-networks good-first-issue machine-learning open-source python

Last synced: 31 Mar 2026

https://github.com/muratali016/yolov7-license-plate-recognition-program

artificial-intelligence deep-learning machine-learning yolov7

Last synced: 01 Mar 2026

https://github.com/samcomber/spacv

Spatial cross-validation in Python.

cross-validation data-science geographic-data-science machine-learning python scikit-learn scikitlearn-machine-learning sklearn spatial-data-science

Last synced: 24 Oct 2025

https://github.com/explosion/assets

💥 Explosion Assets

machine-learning nlp spacy spacy-nlp

Last synced: 21 Jan 2026

https://github.com/knorth55/chainer-fcis

[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation

chainer chainercv chainermn computer-vision convolutional-neural-networks deep-learning inference instance-segmentation machine-learning python training

Last synced: 15 Apr 2025

https://github.com/evgenii-nikishin/omd

JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"

automatic-differentiation deep-learning deep-reinforcement-learning dm-haiku dqn flax gym haiku jax machine-learning model-based-reinforcement-learning model-based-rl reinforcement-learning sac soft-actor-critic

Last synced: 13 Aug 2025

https://github.com/ketanchoyal/instaknow

Flutter App Build for the machine Learning model which shows sentiments of instagram user by analysing their captions

cross-platform dartlang flutter flutter-apps machine-learning machinelearning-python ui-challenge

Last synced: 30 Jun 2025

https://github.com/mortenjust/tensorswift-ios

Using Tensorflow from Swift

ios machine-learning swift tensorflow

Last synced: 23 Oct 2025

https://github.com/alisonbma/aisfx

Representation Learning for the Automatic Indexing of Sound Effects Libraries (ISMIR 2022): Deep audio embeddings pre-trained on UCS & Non-UCS-compliant datasets.

deep-learning embedding-models machine-learning music-information-retrieval representation-learning sound-effects-library universal-category-system

Last synced: 10 Sep 2025

https://github.com/sravb/computer-vision-weightlifting-coach

Analyzes weightlifting videos for correct posture using pose estimation with OpenCV

computer-vision elastic-net ensemble-learning keypoint-detection lasso-regression logistic-regression machine-learning mpii-dataset opencv openpose pose-estimation random-forest ridge-regression weightlifting

Last synced: 07 May 2025

https://github.com/vikramparimi/vision-object-tracking

Object Tracking using Apple's VISION Framework

computer-vision image-recognition ios ios-swift ios-vision ios11 machine-learning object-tracking rectangle-detection vision-framework

Last synced: 07 May 2025

https://github.com/wfondrie/mokapot

Fast and flexible semi-supervised learning for peptide detection in Python

bioinformatics conda machine-learning peptide-detection percolator proteomics python

Last synced: 05 Apr 2025

https://github.com/khaledsharif/quantopian-ensemble-methods

Assisting repository for the published paper investigating ensemble methods in algorithmic trading.

classification-methods day-trading machine-learning quantopian simulation trading-algorithms

Last synced: 15 Jul 2025

https://github.com/bukosabino/financial-forecasting-challenge-gresearch

My approaches to Financial Forecasting Challenge by G-Research

financial-data financial-engineering machine-learning time-series-forecasting

Last synced: 07 Oct 2025

https://github.com/alok/rl_implementations

a2c actor-critic ddpg deep-learning deep-q-learning deep-q-network deep-reinforcement-learning dqn hierarchical-reinforcement-learning lstm machine-learning meta-learning policy-gradient reinforcement-learning reptile

Last synced: 05 May 2025

https://github.com/liesel-devs/liesel

A probabilistic programming framework

machine-learning probabilistic-programming python statistics

Last synced: 01 May 2025

https://github.com/kinosal/cowriter

Write 10x faster using OpenAI's GPT-3 based Davinci model to autocomplete your text

ai gpt machine-learning nlp

Last synced: 17 Mar 2025

https://github.com/akabe/docker-ocaml-jupyter-datascience

Dockerfiles for data science in OCaml on Jupyter

dataanalysis datascience docker dockerfile functional-programming jupyter-notebook machine-learning ocaml

Last synced: 10 Apr 2025

https://github.com/cpvrlab/libmediapipe

C API for Google's MediaPipe framework

c computer-vision machine-learning mediapipe

Last synced: 23 Apr 2025

https://github.com/mlr-org/mlr3torch

Deep learning framework for the mlr3 ecosystem based on torch

data-science deep-learning machine-learning mlr3 r r-package torch

Last synced: 31 Mar 2025

https://github.com/mouneshgouda/machine_learning

ChatGPT This repository features a diverse set of resources covering essential topics in machine learning and data analysis. From understanding and visualizing confusion matrices to exploring feature selection techniques and addressing multicollinearity, it offers comprehensive insights into model evaluation and feature engineering. Additionally

machine-learning machine-learning-algorithms

Last synced: 13 Jun 2025

https://github.com/jfaccioli/seo-keyword-clusters

An application using Machine Learning to automatically create clusters of queries from Google Search Console.

flask google-data-studio google-search-console google-spreadsheet machine-learning pandas python scikit-learn seo tableau

Last synced: 01 Jul 2025

https://github.com/alchaplinsky/hugging-face

Ruby client for Hugging Face API

ai api-client artificial-intelligence huggingface machine-learning ml ruby

Last synced: 23 Apr 2025

https://github.com/pennylaneai/pennylane-rigetti

This PennyLane plugin allows the Rigetti Forest QPUs, QVM, and wavefunction simulator to optimize quantum circuits.

automatic-differentiation forest machine-learning optimization quantum-computing

Last synced: 10 Jun 2025

https://github.com/n3integration/classifier

A general purpose text classifier

classification k-nearest-neighbors machine-learning naive-bayes

Last synced: 11 Mar 2026

https://github.com/msiemens/hyphenn-de

A neural network hyphenator for the German language

german-language hyphenation keras machine-learning neural-network rust tensorflow

Last synced: 22 Mar 2025

https://github.com/itsrainingdata/sparsebn

Software for learning sparse Bayesian networks

bayesian-networks covariance-matrices experimental-data graphical-models machine-learning r regularization statistics

Last synced: 22 Mar 2025

https://business-science.github.io/modeltime.h2o/

Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.

deep-learning forecast forecasting h2o machine-learning modeltime r r-package tidymodels time-series time-series-analysis timeseries

Last synced: 13 May 2025

https://github.com/hemansnation/python-for-data-professionals

This course is designed to get a good grip on python programming, logic building, solving algorithm-based questions, data structures, understanding of data analytics, working with pandas, professional practices, and API building.

data-analytics data-professionals data-science exploratory-data-analysis logic-programming machine-learning pandas python

Last synced: 23 Jul 2025

https://github.com/zlatko-minev/zlatko-minev-quantum-repository

Research presentations, lectures, tutorials, and technical notes by Dr. Zlatko K. Minev

hardware machine-learning quantum quantum-algorithms quantum-computing quantum-physics

Last synced: 28 Jun 2025

https://github.com/benbaarber/rl

A rust reinforcement learning library

burn deep-learning machine-learning ml reinforcement-learning rl rust

Last synced: 25 Dec 2025

https://github.com/cambricon/cn-gdb

CN-GDB, the BANG-C source-level debugger on Linux, based on GDB-7.11.

c cambricon gdb machine-learning

Last synced: 26 Dec 2025

https://github.com/ledell/subsemble

subsemble R package for ensemble learning on subsets of data

big-data cross-validation ensemble ensemble-learning machine-learning machine-learning-algorithms r

Last synced: 27 Aug 2025

https://github.com/qiskit-community/prototype-quantum-kernel-training

Toolkit for training quantum kernels in machine learning applications

kernel-methods machine-learning prototype qiskit quantum-computing

Last synced: 21 Apr 2025

https://github.com/codait/r4ml

Scalable R for Machine Learning

bigdata distributed machine-learning r scalable

Last synced: 02 Jul 2025

https://github.com/truongnv-hut/aicandy_android_objectdetection_vrnthbny

Deploying Android application for object detection

aicandy android-application aritificial-intelligence computer-vision deep-learning deployment machine-learning object-detection

Last synced: 25 Mar 2025

https://github.com/dilyabareeva/quanda

A toolkit for quantitative evaluation of data attribution methods.

computer-vision data-attribution deep-learning explainable-ai interpretability machine-learning

Last synced: 09 Apr 2025

https://github.com/lunarwhite/covid-social-analysis

Apply ML on weibo sentiment. 疫情背景下微博文本情感分析与可视化

crawling data-analysis machine-learning nlp python vizualization

Last synced: 09 Apr 2025

https://github.com/danhper/bigcode-tools

Set of tools to help working with "Big Code"

bigcode machine-learning parser

Last synced: 13 Apr 2025

https://github.com/ika-rwth-aachen/evilog

TensorFlow training pipeline and dataset for prediction of evidential occupancy grid maps from lidar point clouds.

automated-driving lidar machine-learning occupancy-grid-map robotics

Last synced: 22 Jun 2025

https://github.com/business-science/modeltime.h2o

Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.

deep-learning forecast forecasting h2o machine-learning modeltime r r-package tidymodels time-series time-series-analysis timeseries

Last synced: 12 Apr 2025

https://github.com/aws-controllers-k8s/sagemaker-controller

ACK service controller for Amazon SageMaker

ack aws aws-sagemaker kubernetes machine-learning operator sagemaker

Last synced: 05 Apr 2025

https://github.com/cair/pytsetlinmachineparallel

Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.

bandit-learning classification convolution frequent-pattern-mining interpretable-machine-learning machine-learning propositional-logic regression rule-based tsetlin-machine

Last synced: 18 Jul 2025

https://github.com/prakhar-ff13/toxic-comments-classification

Predict the toxicity rating of comment made by the user.

data-analysis data-science data-visualization deep-learning kaggle-competition kaggle-dataset lstm lstm-neural-networks machine-learning natural-language-processing nlp nlp-machine-learning python3

Last synced: 07 May 2025

https://github.com/sccn/eegdash

A repo documenting EEG-Dash data and its usage

aws aws-s3 data-sharing deep-learning eeg eeg-signals electroencephalography fair-principles machine-learning magnetoencephalography meg nemar neuroinformatics neuroscience open-data openneuro

Last synced: 07 Oct 2025

https://github.com/s/coremldemo

CoreML.framework Demo App

coreml ios machine-learning resnet-50 wwdc17

Last synced: 21 Mar 2025

https://github.com/gagneurlab/mmsplice_mtsplice

Tissue-specific variant effect predictions on splicing

machine-learning splicing variant-effect-prediction vep-plugin

Last synced: 14 Dec 2025

https://github.com/merantix-momentum/squirrel-datasets-core

Squirrel dataset hub

ai cloud-computing collaboration computer-vision cv data-ingestion data-mesh data-science dataops datasets deep-learning distributed machine-learning ml natural-language-processing npl python pytorch tensorflow

Last synced: 05 Apr 2025

https://github.com/salesforce/query-focused-sum

Official code repository for "Exploring Neural Models for Query-Focused Summarization".

deep-learning machine-learning neural-network nlp question-answering summarization

Last synced: 15 Apr 2025

https://github.com/gregversteeg/LinearCorex

Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-dimensional data

clustering covariance-matrix factor-analysis information-theory machine-learning python unsupervised-learning