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An open API service indexing awesome lists of open source software.

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.

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/fabridamicelli/echoes

Machine Learning with Echo State Networks, a scikit-learn compatible package.

echo-state-networks esn esnetwork machine-learning neural-network python recurrent-neural-networks reservoir-computing shallow-learning

Last synced: 02 Apr 2026

https://github.com/charliegerard/fem-ml-workshop

Repository for my FrontEnd Masters workshop on Machine Learning in JavaScript

ai javascript machine-learning tensorflowjs

Last synced: 05 Jul 2025

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/sacdallago/biotrainer

Biological prediction models made simple.

deep-learning language-model machine-learning protein proteins

Last synced: 16 Jan 2026

https://github.com/spidy20/data-scince-ml-project

In this repository i created many data scince - machine learning projects like(Deep dream,weather prediction,Movie recommender system etc) with code & datasets

data-analysis data-analytics deep-dream machine-learning matplotlib number-recognition python recommender-system songs songs-data-analysis stock-market-prediction

Last synced: 12 Apr 2025

https://github.com/kupynorest/instance_augmentation

[ECCV 2024] Official Repo for: Dataset Enhancement with Instance-Level Augmentations

augmentation computer-vision diffusion-models eccv2024 image-generation image-processing machine-learning pytorch

Last synced: 03 Aug 2025

https://github.com/ethz-asl/autolabel

A project for computing high-quality ground truth training examples for RGB-D data.

computer-vision labeling-tool machine-learning nerf rgb-d robotics

Last synced: 11 Apr 2025

https://github.com/chatopera/chatopera.feishu

通过 Feishu 开放平台和 Chatopera 机器人平台上线智能对话机器人服务, 聊天机器人，飞书，lark

ai bot chatbot chatopera dialog feishu lark machine-learning nlp nlu python python3

Last synced: 20 Mar 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/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/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/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/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://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/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/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/cztomsik/ggml-js

JavaScript bindings for the ggml-js library

ggml machine-learning node-js

Last synced: 15 Oct 2025

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/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/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/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/mortenjust/tensorswift-ios

Using Tensorflow from Swift

ios machine-learning swift tensorflow

Last synced: 23 Oct 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/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/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/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/danhper/bigcode-tools

Set of tools to help working with "Big Code"

bigcode machine-learning parser

Last synced: 13 Apr 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/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/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/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/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/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/codait/r4ml

Scalable R for Machine Learning

bigdata distributed machine-learning r scalable

Last synced: 02 Jul 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/explosion/assets

💥 Explosion Assets

machine-learning nlp spacy spacy-nlp

Last synced: 21 Jan 2026

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/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/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/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/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/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/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/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/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/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/cpvrlab/libmediapipe

C API for Google's MediaPipe framework

c computer-vision machine-learning mediapipe

Last synced: 23 Apr 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/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/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/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/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/kyegomez/qformer

Implementation of Qformer from BLIP2 in Zeta Lego blocks.

ai artificial-intelligence attention-mechanism blip2 machine machine-learning multi-modal multi-modality

Last synced: 06 Mar 2026

https://github.com/iamhankai/euro2016predictor

Soccer Matches Predictor using Machine Learning

machine-learning scikit-learn soccer

Last synced: 04 Oct 2025

https://github.com/peopledoc/mlvtools

Public repository for versioning machine learning data

approved-public ghec-mig-migrated machine-learning

Last synced: 17 Aug 2025

https://github.com/garywei944/chemflow

Uncover meaningful structures of latent spaces learned by generative models with flows!

ai4science drug-discovery machine-learning optimal-transport

Last synced: 11 Sep 2025

https://github.com/kerberos-io/vault

Bring Your Own Storage, implement your own apps and scale your machine learning.

aws azure ceph gcp gpu machine-learning minio nvidia nvidia-docker s3 videosurveillance

Last synced: 12 Jan 2026

https://github.com/tensorflow/model-remediation

Model Remediation is a library that provides solutions for machine learning practitioners working to create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.

machine-learning tensorflow

Last synced: 30 Sep 2025

https://github.com/torchmd/torchmd-cg

Example to fit parameters and run CG simulations using TorchMD and Schnet

coarse-grained-molecular-dynamics machine-learning protein-folding pytorch

Last synced: 25 Dec 2025

https://github.com/salu133445/dan

Source code for "Towards a Deeper Understanding of Adversarial Losses under a Discriminative Adversarial Network Setting"

generative-adversarial-network machine-learning

Last synced: 25 Mar 2025

https://github.com/rajathkmp/facerecog

Face Recognition using Neural Networks implemented using Keras

face-recognition keras machine-learning neural-network opencv

Last synced: 28 Apr 2025

https://github.com/yimeng-zhang/rule_extraction_from_trees

A toolkit for extracting comprehensible rules from tree-based algorithms

data-mining decision-tree machine-learning rule-extraction rule-mining

Last synced: 11 Oct 2025

https://github.com/nianticlabs/relpose-gnn

[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.

3dv2021 computer-vision deep-learning eth-zurich gnn gnns graph-neural-networks machine-learning machine-vision niantic pose-estimation relative-position relocalisation relocalization ucl

Last synced: 06 Oct 2025

https://github.com/google/nitroml

NitroML is a modular, portable, and scalable model-quality benchmarking framework for Machine Learning and Automated Machine Learning (AutoML) pipelines.

automl benchmarking kubeflow machine-learning model-quality modular portable python scale tfx

Last synced: 27 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/s/coremldemo

CoreML.framework Demo App

coreml ios machine-learning resnet-50 wwdc17

Last synced: 21 Mar 2025

https://github.com/asreview/asreview-makita

Workflow generator for simulation studies using the command line interface of ASReview LAB

asreview data machine-learning python simulation systematic-literature-reviews systematic-reviews utrecht-university

Last synced: 14 Feb 2026

https://github.com/modal-labs/stopwatch

A tool for benchmarking LLMs on Modal

llms machine-learning sglang tensorrt-llm vllm

Last synced: 31 Jan 2026

Machine learning Awesome Lists
awesome-scalability 920 awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-kubernetes 48 awesome-aws 687 awesome-artificial-intelligence 90 Awesome-Diffusion-Models 2,974 awesome-project-ideas 57 awesome-ml-for-cybersecurity 164 Awesome-Embedded 306 Awesome-CoreML-Models 60 awesome-multimodal-ml 480 awesome-machine-learning-on-source-code 264 awesome-self-supervised-learning 463 useful-java-links 807 Awesome-Prompt-Engineering 457 awesome-learning-resources 499 learn-ai-engineering 114 awesome-ai-tools 435 awesome-quant 142 awesome-mlops 314 Awesome-Geospatial 1,525 awesome-ai-ml-resources 130 awesome-opensource-ai 884 awesome-robotic-tooling 939 Awesome-Quant-Machine-Learning-Trading 125 awesome-quantum-machine-learning 267 awesome-python-data-science 382 awesome-ai-residency 91 awesome-TS-anomaly-detection 55 awesome-ml-courses 40 awesome-deep-learning-music 248 awesome-robotics-libraries 232 awesome-anomaly-detection 138 Computer-Science-Resources 51 awesome-tensor-compilers 165 awesome-decision-tree-papers 423 awesome-argo 406 awesome-chatgpt 169 awesome-streamlit 101 Awesome-Rust-MachineLearning 48 awesome_time_series_in_python 69 machine-learning-with-ruby 216 awesome-ml4co 615 awesome-jax 218
Machine learning Categories
Papers 11,057 Uncategorized 8,019 Books 4,057 fl in top-tier journal 3,255 Scalability 2,953 A01_文本生成_文本对话 2,387 **Literature and Codes** 2,261 Vision 2,030 Repos 1,865 Paper List 1,715 Table of Contents 1,673 fl in top ml conference and journal 1,564 Blog Posts 1,561 Year 2022 1,444 Publications-and-Preprints 1,179 Articles & Blogs 1,155 Computational Information Geometry 1,071 Attack 1,063 Research Papers 1,025 Videos 1,019