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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/young-geng/mlxu

Machine Learning eXperiment Utilities

jax machine-learning python wandb

Last synced: 17 Jul 2025

https://github.com/taiwotman/smart-traffic

A system and method for the prediction of vehicle traffic congestion on a given roadway within a region. In particular, the computer implemented method of the present disclosure utilize real time traffic images from traffic cameras for the input of data and utilizes computer processing and machine learning to model a predictive level of congestion within a category of low congestion, medium congestion, or high congestion. By implementing machine learning in the comparison of exemplary images and administrator review, the computer processing system and method steps can predict a more efficient real-time congestion prediction over time.

congestion highway machine-learning prediction tensorflow tensorflow-experiments traffic

Last synced: 02 May 2025

https://github.com/lukaszbinden/pediatric-bone-age-prediction

Based on kaggle RSNA Pediatric Bone Age Prediction from X-Rays

age-prediction deep-learning machine-learning transfer-learning x-rays

Last synced: 07 May 2025

https://github.com/kootenpv/spacy_api

Server/Client around Spacy to load spacy only once

api machine-learning nlp spacy

Last synced: 05 Mar 2026

https://github.com/mathieudutour/sketch-hotdog

:hotdog: What would you say if I told you there is a sketch plugin on the market that tell you if your sketch layer is a hotdog or not a hotdog. It is very good and I do not want to work on it any more. You can hire someone else.

hotdog machine-learning mlcore not-hotdog silicon-valley sketch sketch-plugin

Last synced: 25 Oct 2025

https://github.com/microsoft/LLF-Bench

A benchmark for evaluating learning agents based on just language feedback

large-language-models llm llm-training llms machine-learning natural-language-processing reinforcement-learning

Last synced: 18 Apr 2025

https://github.com/pasqal-io/quantum-evolution-kernel

A Graph Machine Learning library using Quantum Computing

graph-machine-learning graphs machine-learning molecule quantum-computing

Last synced: 08 Apr 2025

https://github.com/bharathsudharsan/ml-mcu

Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'

armcortexm0 armcortexm4 classifier-training edge-computing gradient-descent incremental-learning machine-learning microcontroller online-learning optimization sgd-optimizer tinyml

Last synced: 23 Apr 2025

https://github.com/bshillingford/python-sharearray

Share numpy arrays across processes efficiently ideal for large, read-only datasets

deep-learning machine-learning mmap numpy python pytorch

Last synced: 25 Jul 2025

https://github.com/xviniette/asteroidslearning

Program that learns to avoid asteroids by machine learning (Neuroevolution)

avoid-asteroids machine-learning

Last synced: 03 May 2025

https://github.com/asem000/pytreeclass

Visualize, create, and operate on pytrees in the most intuitive way possible.

data dataclasses deep-learning jax machine-learning pipelines pytorch pytree tensorflow

Last synced: 07 Apr 2025

https://github.com/osdg-ai/osdg-tool

OSDG is an open-source tool that maps and connects activities to the UN Sustainable Development Goals (SDGs) by identifying SDG-relevant content in any text. The tool is available online at www.osdg.ai. API access available for research purposes.

machine-learning machine-learning-algorithms machine-translation ml open-source osdg sdg sdg-data sdgs sustainability sustainability-score sustainable-development sustainable-development-goals united-nations

Last synced: 05 Dec 2025

https://github.com/popcornell/keras-triplet-center-loss

Simple Keras implementation of Triplet-Center Loss on the MNIST dataset

center-loss keras machine-learning mnist tensorflow triplet-loss

Last synced: 19 Oct 2025

https://github.com/hrolive/applications-of-ai-for-anomaly-detection

Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare supervised and unsupervised learning techniques.

anomaly-detection autoencoders deep-learning generative-adversarial-network keras machine-learning notebook nvidia-gpu pandas python rapids tensorflow xgboost

Last synced: 12 May 2025

https://github.com/flintml/flint

A self-contained, lightweight and OOB research platform for modern ML

data-science deltalake jupyter machine-learning mlops polars

Last synced: 09 May 2025

https://github.com/pliang279/lm_bias

[ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models

fairness-ai language-model machine-learning natural-language-processing

Last synced: 05 May 2025

https://github.com/google-research-datasets/swim-ir

SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 languages, generated using PaLM 2 and summarize-then-ask prompting.

cross-lingual datasets deep-learning information-retrieval machine-learning multilingual natural-language-processing neural-information-retrieval nlp training-data

Last synced: 01 Apr 2026

https://github.com/zeno-ml/zeno-hub

AI Evaluation Platform

ai evaluation machine-learning visualization

Last synced: 04 Apr 2025

https://github.com/ploomber/soopervisor

☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.

airflow argo argo-workflows aws data-science kubeflow kubeflow-pipelines kubernetes machine-learning slurm workflow

Last synced: 21 Aug 2025

https://github.com/servicenow/doomarena

DoomArena is a Framework for Testing AI Agents Against Evolving Security Threats

ai ai-safety attack browsergym defense llm machine machine-learning red-teaming security taubench web-agents

Last synced: 09 Oct 2025

https://github.com/maxhumber/mummify

Version Control for Machine Learning

git machine-learning version-control

Last synced: 19 Aug 2025

https://github.com/superdoc-dev/docx-corpus

The largest open corpus of .docx files for document processing research

bun common-crawl corpus dataset document-processing docx machine-learning nlp typescript word-documents

Last synced: 12 Mar 2026

https://github.com/esa/dsgp4

dSGP4: differentiable SGP4. Supports differentiability, ML integration & embarassingly parallel computations

astrodynamics differentiable-programming embarassingly-parallel machine-learning orbital-dynamics orbital-mechanics orbital-propagation sgp4 space-debris

Last synced: 06 Apr 2025

https://github.com/spring-epfl/trickster

Library and experiments for attacking machine learning in discrete domains

adversarial-machine-learning graph-algorithms machine-learning

Last synced: 20 Apr 2025

https://github.com/dabit3/real-time-image-tracking

Real-time image tracking with React, GraphQL, and AWS AppSync

amplify aws graphql javascript machine-learning react rekognition

Last synced: 17 Nov 2025

https://github.com/greenelab/multi-plier

An unsupervised transfer learning approach for rare disease transcriptomics

analysis bioinformatics-analysis dataset gene-expression-signatures machine-learning methodology multiplier plier rare-diseases

Last synced: 16 Feb 2026

https://github.com/AidanCooper/shap-analysis-guide

How to Interpret SHAP Analyses: A Non-Technical Guide

data-science machine-learning shap tutorial

Last synced: 01 May 2025

https://github.com/dragen1860/capsnet-pytorch

Pytorch version of Hinton's Capsule Theory paper: Dynamic Routing Between Capsules

capsnet-pytorch deep-learning machine-learning pytorch

Last synced: 30 Apr 2025

https://github.com/mundipagg/amora-data-build-tool

Amora Data Build Tool enables analysts and engineers to transform data on the data warehouse (BigQuery) by writing Amora Models that describe the data schema using Python's "PEP484 - Type Hints" and select statements with SQLAlchemy. Amora is able to transform Python code into SQL data transformation jobs that run inside the warehouse.

analytics analytics-dashboard analytics-engineering bigquery business-intelligence data-engineering data-modeling datacleaning dataquality elt machine-learning python transformation

Last synced: 08 Sep 2025

https://github.com/protosec-research/pwnbert

A project based on Fine-tuned BERT to detect GLIBC vulnerabilities.

bert-fine-tuning classification machine-learning openai-api pwn vulnerability-detection

Last synced: 04 Jul 2025

https://github.com/SciML/DeepEquilibriumNetworks.jl

Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.

deep-equilibrium-models deep-learning implicit-deep-learning julia machine-learning neural-networks nonlinear-equations nonlinear-solve

Last synced: 04 May 2025

https://github.com/avik-jain/school-of-ai

Repository for Resources and Code used in Dehradun School of AI Workshops and Meetups

artificial-intelligence machine-learning school-of-ai workshop

Last synced: 02 Aug 2025

https://github.com/xd-deng/spark-ml-intro

PySpark Machine Learning Examples

machine-learning spark

Last synced: 15 Apr 2025

https://github.com/citoverse/cito

Building and Training Neural Networks with an R interface

machine-learning neural-network r r-package

Last synced: 22 Jun 2025

https://github.com/dlmacedo/distinction-maximization-loss

A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increase inference time) without repetitive model training, hyperparameter tuning, or collecting additional data.

ai-safety anomaly-detection classification deep-learning machine-learning novelty-detection ood ood-detection open-set open-set-recognition osr out-of-distribution out-of-distribution-detection pytorch robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-estimation

Last synced: 10 Oct 2025

https://github.com/pedrol2b/react-native-vision-camera-mlkit

A powerful React Native Vision Camera plugin delivering high-performance Google ML Kit frame processor features—including text recognition (OCR), face detection, barcode scanning, pose detection, and more. Seamlessly bridges native ML Kit capabilities for real-time, on-device computer vision in your React Native apps.

android barcode barcode-scanner camera computer-vision face-detection frame-processor google-ml-kit image-processing ios machine-learning mlkit native-module ocr pose-detection react-native react-native-module text-detection vision vision-camera

Last synced: 01 May 2026

https://github.com/msusazureaccelerators/ai-powered-call-center-intelligence-accelerator

Automate call transcriptions for real-time and previously recorded calls by using custom speech models, text analytics, and industry-specific natural language processing with the Microsoft Call Center Intelligence Accelerator.

ai artificial-intelligence azure call-center human-resources machine-learning microsoft ml solution-accelerator

Last synced: 26 Oct 2025

https://github.com/yujiabao/ls

Learning to Split for Automatic Bias Detection

bias-detection data-split label-noise machine-learning

Last synced: 01 May 2026

https://github.com/neuropoly/gmseg

Spinal cord gray matter segmentation using deep dilated convolutions.

deep-learning machine-learning research segmentation spinal-cord

Last synced: 12 Mar 2026

https://github.com/alexhraber/flowhawk

Real-time eBPF-powered network security monitor with AI-driven threat detection. Surfaces port scans, DDoS attacks, botnet activity, and anomalies at 100Gbps+ speeds with sub-microsecond latency (~150 million packets/sec).

anomaly-detection cybersecurity ddos-protection ebpf golang intrusion-detection machine-learning network-analysis network-security packet-processing real-time-monitoring threat-detection xdp zero-day-detection

Last synced: 12 Mar 2026

https://github.com/uetchy/dockerfile-machinelearning

🐳🤖 Dockerfile for ML researchers.

docker-image dockerfile machine-learning

Last synced: 19 Apr 2025

https://github.com/akimach/tfgraphviz

A visualization tool to show a TensorFlow's graph like TensorBoard

dataflow-programming deep-learning graphviz machine-learning neural-network python tensorboard tensorflow visualization

Last synced: 21 Apr 2025

https://github.com/mukhlishga/gnn-powerflow

Graph Neural Network application in predicting AC Power Flow calculation. Developed with Pytorch Geometric framework. My Master Thesis at Eindhoven University of Technology

artificial-intelligence electrical electrical-engineering graph-neural-network machine-learning neural-network power-flow python pytorch pytorch-geometric

Last synced: 10 Apr 2025

https://github.com/ahoylabs/gguf.js

A Javascript library (with Typescript types) to parse metadata of GGML based GGUF files.

ggml gguf large-language-models llamacpp llm machine-learning

Last synced: 06 Oct 2025

https://github.com/ibm/mlapp

MLApp is a Python library for building scalable data science solutions that meet modern software engineering standards.

ai artificial-intelligence machine-learning ml python

Last synced: 14 Jan 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/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/sacdallago/biotrainer

Biological prediction models made simple.

deep-learning language-model machine-learning protein proteins

Last synced: 16 Jan 2026

https://github.com/born-ml/born

Production-ready ML framework for Go with zero dependencies. Train and deploy neural networks as single binaries. PyTorch-like API, type-safe tensors, automatic differentiation.

autodiff automatic-differentiation cpu-backend cross-platform deep-learning go golang high-performance machine-learning neural-networks pure-go tensor type-safety

Last synced: 04 Mar 2026

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/o19s/rankymcrankface

Hardened Fork of Ranklib learning to rank library

information-retrieval machine-learning search

Last synced: 10 Jul 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/ramadis/delitos-caba

🚓 Crime dataset for the City of Buenos Aires, Argentina

argentina crime-data crime-prediction datasets machine-learning

Last synced: 23 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/google-research/pisac

Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)

deep-learning deep-reinforcement-learning information-theory machine-learning reinforcement-learning robotics vision

Last synced: 23 Jun 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/o19s/RankyMcRankFace

Hardened Fork of Ranklib learning to rank library

information-retrieval machine-learning search

Last synced: 21 Nov 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/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/imgcook/datacook

Machine Learning and Data Analysis in JavaScript.

data-science feature-engineering javascript machine-learning

Last synced: 24 Jun 2025

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/shreyansh26/ml-optimizers-jax

Toy implementations of some popular ML optimizers using Python/JAX

adam adam-optimizer gradient-descent jax machine-learning momentum optimization-algorithms optimizers

Last synced: 10 Apr 2025

https://github.com/binds-lab-umass/bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

machine-learning pytorch reinforcement-learning spiking-neural-networks

Last synced: 31 Oct 2025

https://github.com/burnpiro/elm-pure

Pure implementation of ELM (Extreme Learning Machine) in python (just with numpy)

extreme-learning-machine machine-learning ml

Last synced: 05 Jul 2025

https://github.com/isair/tensorflow-load-csv

🤖 TensorFlow.js CSV loading on steroids. Clean up, normalise, transform, shuffle, and split your data all in a handful of lines and dive right into the fun parts of ML.

browser csv csv-files javascript machine-learning node tensorflow typescript

Last synced: 23 Jan 2026

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/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/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/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/lukasmosser/snist

A Benchmark for Seismic Velocity Inversion from Synthetics

data-science deep-learning geology geophysics machine-learning physics seismic waveform

Last synced: 21 Aug 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

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 455 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 405 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 11,022 Uncategorized 8,020 Books 4,057 fl in top-tier journal 3,255 Scalability 2,953 A01_文本生成_文本对话 2,388 **Literature and Codes** 2,261 Vision 2,031 Repos 1,866 Table of Contents 1,677 fl in top ml conference and journal 1,564 Blog Posts 1,539 Paper List 1,493 Year 2022 1,444 Publications-and-Preprints 1,179 Articles & Blogs 1,156 Computational Information Geometry 1,071 Attack 1,063 Research Papers 1,028 Videos 941