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: 2026-06-25 00:14:28 UTC
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https://github.com/amzn/MXFusion

Modular Probabilistic Programming on MXNet

bayesian-inference machine-learning mxnet probabilistic-programming python variational-inference

Last synced: 17 Apr 2025

https://github.com/edouardpoitras/NowTrade

Python library for backtesting technical/mechanical strategies in the stock and currency markets

algorithmic-trading-library currency machine-learning neural-network python random-forest stock technical-indicators trading

Last synced: 04 May 2025

https://github.com/mit-ccc/tweebanknlp

[LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweebank-NER dataset

dependency-parser lemmatization machine-learning named-entity-recognition natural-language-processing ner nlp-toolkit pos-tagging text-annotation tokenization tweet-analysis twitter-nlp

Last synced: 11 May 2025

https://github.com/danmorales/cursods_profdanilo

Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube

aprendizado-de-maquina ciencia-de-dados data-science deep-learning keras-classification-models keras-layer keras-models keras-neural-networks machine-learning machine-learning-algorithms numpy pandas-dataframe pandas-python scikit-learn scikitlearn-machine-learning scipy tensorflow tensorflow-tutorials

Last synced: 14 Jul 2025

https://github.com/amicks/speculator

API for predicting the next Bitcoin and Ethereum with machine learning and technical analysis

algorithm finance machine-learning market python python3-6 scikit-learn technical-analysis tensorflow

Last synced: 03 Aug 2025

https://kserve.github.io/website/

User documentation for KServe.

canary-deployment cloud-native documentation drift-detection explainable-ai hacktoberfest hacktoberfest2023 inference machine-learning mlops serverless

Last synced: 13 Aug 2025

https://github.com/dataprofessor/python

Python codes from tutorials on the Data Professor YouTube channel

data-professor data-science dataprofessor datascience machine-learning machinelearning machinelearning-python python python-tutorial

Last synced: 20 Aug 2025

https://github.com/pbiecek/breakdown

Model Agnostics breakDown plots

data-science iml interpretability machine-learning visual-explanations xai

Last synced: 09 Apr 2025

https://github.com/jeffersonqin/yuzumarker

🍋 [WIP] Manga Translation Tool

cnn deep-learning dotnet dotnet-core gan git inpainting japanese machine-learning manga ocr opencv opencvsharp photoshop rcnn translation wpf xamarin

Last synced: 11 Apr 2025

https://github.com/PWhiddy/Growing-Neural-Cellular-Automata-Pytorch

Extended experiments of "Growing Neural Cellular Automata" https://distill.pub/2020/growing-ca/

cellular-automata machine-learning

Last synced: 08 Jul 2025

https://github.com/abap34/ml-lecture

東京工業大学 traP Kaggle班「機械学習講習会」の資料

deeplearning education japanese machine-learning pytorch textbook

Last synced: 24 Dec 2025

https://github.com/JuliaDiff/DifferentiationInterface.jl

An interface to various automatic differentiation backends in Julia.

ad autodiff automatic-differentiation differentiation julia machine-learning

Last synced: 15 Mar 2025

https://github.com/pbiecek/breakDown

Model Agnostics breakDown plots

data-science iml interpretability machine-learning visual-explanations xai

Last synced: 26 Apr 2025

https://github.com/OpenSTEF/openstef

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

data-science energy energy-forecasting forecasting machine-learning python time-series

Last synced: 07 May 2025

https://github.com/andri27-ts/1-year-machinelearning-journey

An advanced program in Machine Learning and Deep Learning

computer-vision deep-learning deep-reinforcement-learning machine-learning nlp reinforcement-learning

Last synced: 17 Mar 2026

https://github.com/CogitatorTech/infera

A DuckDB extension for in-database inference

duckdb duckdb-extension inference machine-learning onnx rust

Last synced: 06 Feb 2026

https://github.com/knjcode/mxnet-finetuner

An all-in-one Deep Learning toolkit for image classification to fine-tuning pretrained models using MXNet.

deep-learning deep-neural-networks fine-tuning-cnns machine-learning mxnet

Last synced: 18 Jan 2026

https://github.com/safellama/plexiglass

A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).

adversarial-attacks adversarial-machine-learning cybersecurity deep-learning deep-neural-networks machine-learning security

Last synced: 18 Apr 2025

https://github.com/jialuechen/tradezen

A Scalable Algorithmic Trading Framework for US Equities and Futures

algorithmic-trading backtesting-engine electronic-trading event-driven high-frequency-trading machine-learning quantitative-finance simulation

Last synced: 24 Mar 2025

https://github.com/microsoft/nnscaler

nnScaler: Compiling DNN models for Parallel Training

compiler deep-learning distributed-training llm machine-learning parallel-computing

Last synced: 05 Apr 2025

https://github.com/Karlheinzniebuhr/the-weather-scraper

A Lightweight Weather Scraper

datasets machine-learning scraper weather wunderground

Last synced: 07 Apr 2025

https://github.com/ccextractor/rekognition

Free and Open Source alternative to Amazon's Rekognition service. CCExtractor Development | Poor Man's Rekognition

computer-vision deep-learning django django-rest-framework docker face-detection gsoc image-processing machine-learning machinelearning opencv python rest rest-api tensorflow tensorflow-serving video-processing

Last synced: 21 Aug 2025

https://github.com/iesl/box-embeddings

Box Embeddings as Modules

box-embedding deep-learning machine-learning

Last synced: 16 Mar 2026

https://github.com/igitugraz/lsnn-official

Long short-term memory Spiking Neural Networks

machine-learning neuromorphic-computing spiking-neural-networks

Last synced: 14 Apr 2025

https://github.com/apache/tvm-rfcs

A home for the final text of all TVM RFCs.

hardware machine-learning tensor tvm vta

Last synced: 09 Apr 2025

https://github.com/gustiks/neuralogic

Deep relational learning through differentiable logic programming.

deep-learning differentiable-programming logic-programming machine-learning relational-learning

Last synced: 13 Apr 2025

https://github.com/jonnor/esc-cnn-microcontroller

Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks

audio-classification embedded-devices machine-learning master-thesis microcontroller thesis

Last synced: 06 Oct 2025

https://github.com/bstellato/mlopt

The Machine Learning Optimizer

cvxpy machine-learning optimization

Last synced: 17 Mar 2025

https://github.com/leopiney/tensor-safe

A Haskell framework to define valid deep learning models and export them to other frameworks like TensorFlow JS or Keras.

ai deep-learning dependent-types functional-programming haskell haskell-library machine-learning

Last synced: 21 Oct 2025

https://github.com/hazimehh/l0learn

Efficient Algorithms for L0 Regularized Learning

compressed-sensing feature-selection l0-regularization l0learn machine-learning regularization sparse-modeling sparse-regression

Last synced: 05 Nov 2025

https://github.com/palle-k/DL4S

Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux

autograd automatic-differentiation convolutional-neural-networks deep-learning deep-neural-networks derivatives gradient-descent machine-learning neural-networks optimizers recurrent-networks recurrent-neural-networks swift swift-machine-learning tensor

Last synced: 06 Aug 2025

https://github.com/tlverse/sl3

💪 🤔 Modern Super Learning with Machine Learning Pipelines

data-science ensemble-learning ensemble-model machine-learning model-selection r r-package regression stacking statistics

Last synced: 19 Feb 2026

https://github.com/glambard/molecules_dataset_collection

Collection of data sets of molecules for a validation of properties inference

classification dataset inference machine-learning molecule moleculenet properties rdkit smiles

Last synced: 23 Oct 2025

https://github.com/raamana/neuropredict

Easy and comprehensive assessment of predictive power, with support for neuroimaging features

anatomical-mri cross-validation easy-to-use functional-connectivity machine-learning neuroimaging nilearn pattern-recognition report resting-state scikit-learn structural-imaging tract-based-statistics tractography

Last synced: 09 Apr 2025

https://github.com/nvidia/nvimagecodec

A nvImageCodec library of GPU- and CPU- accelerated codecs featuring a unified interface

computer-vision cpp cuda dali data-processing deep-learning fast-data-pipeline gpu image-processing machine-learning nvidia python pytorch

Last synced: 12 Jan 2026

https://github.com/thealoneprogrammer/diabetic-retinopathy

A Django application developped for classification of a diabetes complication that affects eyes

8th-semester classification diabetic-retinopathy diabetic-retinopathy-detection diabetic-retinopathy-prediction django final-year-project final-year-project-using-ml iris keras machine-learning machinelearning major-project python python3 retina retinal-images retinopathy tensorflow vtu

Last synced: 22 Jun 2025

https://github.com/zanussbaum/pluribus

An attempt at a Python implementation of Pluribus, a No-Limits Hold'em Poker Bot

artificial-intelligence counterfactual-regret-minimization depth-limited-solving machine-learning pluribus poker python real-time-search texas-holdem

Last synced: 22 Mar 2025

https://github.com/baderlab/saber

Saber is a deep-learning based tool for information extraction in the biomedical domain. Pull requests are welcome! Note: this is a work in progress. Many things are broken, and the codebase is not stable.

bioinformatics biomedical-named-entity-recognition biomedical-text-mining deep-learning information-extraction machine-learning spacy

Last synced: 12 Apr 2025

https://github.com/larq/zoo

Reference implementations of popular Binarized Neural Networks

binarized-neural-networks deep-learning keras larq machine-learning neural-networks pretrained-models python reproducible-research tensorflow

Last synced: 24 Apr 2025

https://github.com/phausamann/sklearn-xarray

Metadata-aware machine learning.

framework machine-learning scikit-learn xarray

Last synced: 13 Apr 2025

https://github.com/ideos/gloe

A general-purpose library designed to guide developers in expressing their code as a flow.

clean-code data-science flow functional-programming machine-learning python typing

Last synced: 26 Mar 2025

https://github.com/santiment/sanpy

Santiment API Python Client

blockchain data-science machine-learning numpy pandas python

Last synced: 16 May 2025

https://github.com/Refefer/Dampr

Python Data Processing library

batch-processing dataflow machine-learning mapreduce

Last synced: 19 Jul 2025

https://github.com/falcony-io/ml-annotate

Use ML-Annotate to label data for machine learning purposes

annotation labeling machine-learning python tagging

Last synced: 05 Apr 2025

https://github.com/lobe/ios-bootstrap

Bootstrap your Lobe machine learning model with our iOS starter project.

apple bootstrap core-ml ios lobe machine-learning swift swiftui xcode

Last synced: 13 Apr 2025

https://github.com/ovvo-financial/nns

Nonlinear Nonparametric Statistics

clustering econometrics machine-learning nonlinear nonparametric partial-moments statistics time-series

Last synced: 18 Feb 2026

https://github.com/charliegerard/splat

Motion-controlled Fruit Ninja clone using Three.js & Tensorflow.js

creative-coding javascript machine-learning tensorflowjs tfjs

Last synced: 14 Apr 2025

https://github.com/pommedeterresautee/fastrtext

R wrapper for fastText

classification embeddings fasttext machine-learning neural-network nlp rstats text-classification word-embeddings

Last synced: 13 Mar 2026

https://github.com/hollance/coreml-training

Source code for my blog post series "On-device training with Core ML"

coreml edge-computing ios machine-learning on-device-ai swift

Last synced: 16 Mar 2026

https://github.com/uzh-rpg/ssms_event_cameras

[CVPR'24 Spotlight] The official implementation of "State Space Models for Event Cameras"

deep-learning deep-neural-networks event-camera event-cameras machine-learning machine-learning-algorithms neuromorphic recurrent-neural-networks rnn rnn-pytorch rnns spotlight ssm ssms state-space-model state-space-models state-space-representation transformer transformers vision-transformer

Last synced: 30 Apr 2025

https://github.com/YilingQiao/diffarticulated

Efficient Differentiable Simulation of Articulated Bodies (ICML2021)

graphics machine-learning robotics

Last synced: 02 Sep 2025

https://github.com/cocoa-ai/flowersvisiondemo

🌸 iOS11 demo application for flower classification.

coreml flower-classification ios machine-learning swift swift4 vision

Last synced: 12 Apr 2025

https://github.com/anthony-wang/CrabNet

Predict materials properties using only the composition information!

attention attention-mechanism machine-learning materials-informatics materials-science materials-screening neural-networks predict-materials-properties pytorch scikit-learn self-attention transformer

Last synced: 07 May 2025

https://github.com/etherealengine/digital-beings

A platform for letting researchers connect an intelligent AI directly to real time communication networks and 3D worlds. Your AI, Anywhere.

ai artificial-intelligence bot computer-vision cv digital-beings digital-humans machine-learning ml nlp telegram

Last synced: 11 Mar 2026

https://github.com/jackieD14/Graph-models-in-finance-application

Paper collection for graph based models in finance application

finance fraud-detection graph-neural-networks machine-learning paper-list stock-prediction

Last synced: 16 Aug 2025

https://github.com/dinever/antispam

Dead simple bayesian anti-spam classifier written in Python.

antispam bayes-classifier machine-learning python spam-filtering

Last synced: 08 Mar 2026

https://github.com/cocoa-ai/FlowersVisionDemo

🌸 iOS11 demo application for flower classification.

coreml flower-classification ios machine-learning swift swift4 vision

Last synced: 22 Jul 2025

https://github.com/alvarobartt/serving-pytorch-models

Serving PyTorch models with TorchServe :fire:

image-classification machine-learning mlops model-deployment model-serving pytorch pytorch-cnn serve-pytorch torchserve

Last synced: 12 Apr 2025

https://github.com/gongminmin/aiholoimager

Generate a 3D mesh from a few images

aigc machine-learning mesh-generation multi-view-stereo sfm

Last synced: 07 Apr 2025

https://github.com/kleinyuan/easy-yolo

Yolo (Real time object detection) model training tutorial with deep learning neural networks

camera darknet deep-learning deep-learning-tutorial labelimg machine-learning multiple-gpu object-detection python real-time training-yolo tutorial yolo

Last synced: 12 Apr 2025

https://github.com/mathildor/TF-SegNet

SegNet-like network implemented in TensorFlow to use for segmenting aerial images

image-segmentation machine-learning segnet tensorflow

Last synced: 13 Jul 2025

https://github.com/mitmath/juliacomputation

Repository for Common Ground C25

automatic-differentiation climate-science gpu-acceleration image-processing julia julia-language machine-learning optimization pluto-notebooks

Last synced: 30 Oct 2025

https://github.com/jay-johnson/sci-pype

A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.

data-science devops-for-data-science docker docker-compose ipython ipython-notebook jupyter jupyter-notebook jupyter-themes machine-learning machine-learning-api predictive python red10 redis s3 seaborn stock-price-prediction xgb xgboost

Last synced: 14 Jul 2025

https://github.com/oracle/macest

Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores

confidence-estimation data-science machine-learning python

Last synced: 19 Aug 2025

https://github.com/ethanluoyc/magi

Reinforcement learning library in JAX.

jax machine-learning reinforcement-learning research

Last synced: 06 Feb 2026

https://github.com/microsoft/orbit-dataset

The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.

benchmark classification computer-vision dataset few-shot-learning machine-learning meta-learning microsoft object-recognition video

Last synced: 26 Oct 2025

https://github.com/tiskw/random-fourier-features

Implementation of random Fourier features for kernel method, like support vector machine and Gaussian process model

gaussian-processes machine-learning principal-component-analysis python pytorch support-vector-machines

Last synced: 04 Apr 2025

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

[NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

benchmark chart-understanding machine-learning multimodal vision-language-model

Last synced: 06 Apr 2025

https://github.com/TexteaInc/funix

Building web apps without manually creating widgets

app-builder data-science frontend machine-learning

Last synced: 29 Jul 2025

https://github.com/sarthakpranesh/PlantRecog

Free Plant Recognition App + Public API + Models

android api api-rest classification deep-learning expo express flowers hacktoberfest hacktoberfest2021 hacktoberfest2022 machine-learning madeinindia plants react react-native recognition tensorflow2 tensorflowjs

Last synced: 07 Nov 2025

https://github.com/hswick/jutsu.ai

Clojure wrapper for deeplearning4j

clojure deeplearning4j jutsu machine-learning

Last synced: 22 Apr 2025

https://github.com/snowch/movie-recommender-demo

This project walks through how you can create recommendations using Apache Spark machine learning. There are a number of jupyter notebooks that you can run on IBM Data Science Experience, and there a live demo of a movie recommendation web application you can interact with. The demo also uses IBM Message Hub (kafka) to push application events to topic where they are consumed by a spark streaming job running on IBM BigInsights (hadoop).

alternating-least-squares biginsights bluemix bokeh cloudant collaborative-filtering dsx hadoop hive ibm-biginsights ibm-bluemix jupyter-notebook kafka machine-learning messagehub notebook python-flask-application redis spark spark-streaming

Last synced: 22 Apr 2025

https://github.com/zhaochenyang20/iai_2022

贵系 2022 年人智导全部资料，from homework to course review

deep-learning machine-learning

Last synced: 04 Jul 2025

https://github.com/davisidarta/topometry

Systematically learn and evaluate manifolds from high-dimensional data

clustering data-science data-visualization dimensionality-reduction graph graph-layout hypothesis-generation laplace-beltrami machine-learning manifold-learning scikit-learn single-cell visualization

Last synced: 20 Aug 2025

https://github.com/erikdelange/reinforcement-learning-maze

Various ways to learn a computer to escape from a maze. From random walk to a simple neural network.

machine-learning python reinforcement-learning

Last synced: 19 Apr 2025

https://github.com/fluxml/flux3d.jl

3D computer vision library in Julia

3d-computer-vision 3d-reconstruction 3d-vision-library julia machine-learning point-cloud triangle-mesh

Last synced: 28 Apr 2025

https://github.com/Pseudomanifold/Aleph

A library for exploring persistent homology

c-plus-plus-11 machine-learning persistence persistent-homology topological-data-analysis

Last synced: 05 Mar 2026

https://github.com/ahmedfgad/numpyann

Implementation of Artificial Neural Networks using NumPy

ann artificial-neural-networks deep-learning dense fully-connected-network hidden-layers machine-learning numpy pygad python python3

Last synced: 16 Jun 2025

https://github.com/kyegomez/MambaByte

Implementation of MambaByte in "MambaByte: Token-free Selective State Space Model" in Pytorch and Zeta

ai artificial-intelligence gpt4v machine-learning mamba megabyte ml multi-modality tokenizer

Last synced: 20 Mar 2025

https://github.com/zhaochenyang20/IAI_2022

贵系 2022 年人智导全部资料，from homework to course review

deep-learning machine-learning

Last synced: 13 Apr 2025

https://github.com/xiaohang007/slices

SLICES: An Invertible, Invariant, and String-based Crystal Representation [2023, Nature Communications] MatterGPT, SLICES-PLUS

crystal crystallography deep-learning machine-learning materials-informatics materials-science representation smiles

Last synced: 05 Apr 2025

https://github.com/slyfox1186/script-repo

artificial-intelligence autohotkey autohotkey-v2 bash batch cplusplus javascript json machine-learning markdown perl powershell python3 registry vbscript xml

Last synced: 06 Apr 2025

https://github.com/metal3d/keras-video-generators

Keras generators to generate sequences from videos as input

keras keras-generators machine-learning machinelearning python3 tensorflow

Last synced: 09 Apr 2025

https://github.com/oracle/accelerated-data-science

ADS is the Oracle Data Science Cloud Service's python SDK supporting, model ops (train/eval/deploy), along with running workloads on Jobs and Pipeline resources.

cloud machine-learning oci oracle python3

Last synced: 08 Apr 2025

https://github.com/Rohith04MVK/AI-Art-Generator

A program that can add an artistic touch to any image.

ai art deep-learning machine-learning style-transfer tensorflow2 vgg19

Last synced: 29 Apr 2025

https://github.com/benedekrozemberczki/tigerlily

TigerLily: Finding drug interactions in silico with the Graph.

biology ddi deep-learning drug-drug-interaction embedding gradient-boosting graph graph-database graph-embedding graph-machine-learning heterogeneous-graph knowledge-graph machine-learning network-science node node-embedding pharmaceuticals tigergraph unsupervised-learning

Last synced: 11 Apr 2025

https://github.com/katanaml/katana-assistant

Text based assistant powered by Machine Learning and NLP

javascript jupyter-notebook keras machine-learning neural-network python tensorflow

Last synced: 04 May 2025

https://github.com/antoinebrl/torchextractor

Feature extraction made simple with torchextractor

feature-extraction machine-learning python3 pytorch

Last synced: 20 Aug 2025

https://github.com/deepset-ai/haystack-integrations

🚀 A list of Haystack Integrations, maintained by the community or deepset.

ai ai-tools community llm machine-learning nlp open-source

Last synced: 25 Jan 2026

https://github.com/dgriffiths3/ml_segmentation

Machine learning semantic segmentation - Random Forest, SVM, GBC

image-segmentation machine-learning python random-forest segmentation support-vector-machine

Last synced: 08 May 2025

https://github.com/skblaz/rakun

Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation

keyword keyword-detection keyword-extraction machine-learning nlp unsupervised-learning

Last synced: 06 Apr 2025

https://github.com/project-monai/monai-deploy

MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

ai ai-application-deployment ai-application-development deep-learning dicom fhir guidelines healthcare inference machine-learning medical-imaging ml-platform mlops monai open-standard pathology python pytorch radiology