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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/adeelh/pytorch-fpn

PyTorch implementations of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

computer-vision deep-learning deeplearning efficientnet feature-pyramid-network fpn implementation-of-research-paper machine-learning neural-network pytorch pytorch-fpn pytorch-implementation resnet semantic-segmentation semantic-segmentation-architectures

Last synced: 14 Apr 2025

https://github.com/dadaloop82/MyHomeSmart-HASS-AppDeamon

I have a dream: to give HomeAssistant the ability to reason and perform actions logically and comprehensively, using AppDaemon, Sklearn, and Decision Tree.

appdeamon automation hassio history home-assistant home-automation homeassistant influxdb machine-learning pandas python sklearn sklearn-library

Last synced: 06 Apr 2025

https://github.com/universaldatatool/coronavirus-mask-image-dataset

Image dataset from Instagram of people wearing medical masks, no mask, or a non-medical (DIY) mask

computer-vision coronavirus covid-19 covid19 dataset fastai images machine-learning

Last synced: 19 Apr 2025

https://github.com/5ymph0en1x/SyBrain

Scalping Trading Unit and Machine Learning using BitMEX API

bitmex cryptobot machine-learning

Last synced: 08 Apr 2025

https://github.com/networks-learning/nevae

Code and data for "NeVAE: A Deep Generative Model for Molecular Graphs", AAAI 2019

deep-learning drug-design drug-discovery graphs machine-learning

Last synced: 23 Apr 2025

https://github.com/paperspace/fastai-docker

Fast.AI course complete docker container for Paperspace and Gradient

deep-learning fastai gradient machine-learning paperspace pytorch

Last synced: 15 Aug 2025

https://github.com/sktime/sktime-tutorial-pydata-global-2021

Introduction to sktime at the PyData Global 2021

machine-learning pydata time-series tutorial

Last synced: 13 Jun 2025

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

🎥 iOS11 demo application for dominant objects detection.

coreml inceptionv3 ios machine-learning object-classification object-detection swift swift4 vision

Last synced: 12 Apr 2025

https://github.com/ritazh/k8s-ml

🎱 A demonstration of existing machine learning toolkits on Kubernetes

argo azure-container-instances azure-kubernetes-service inceptionv3 kubeflow kubernetes machine-learning tensorflow

Last synced: 20 Aug 2025

https://github.com/loeeeee/immich-in-lxc

Install Immich in LXC with optional CUDA support

bare-metal cuda guide immich install-script lxc machine-learning proxmox-ve ubuntu

Last synced: 01 Oct 2025

https://github.com/junlulocky/pybgmm

Bayesian inference for Gaussian mixture model with some novel algorithms

bayesian-inference crp finite-mixture gaussian-mixture-models infinite-mixture machine-learning mcmc-sampler mixture-model pcrp subcrp

Last synced: 15 Mar 2026

https://github.com/yashindane/webcube

Rubik's cube assistant on Flask webapp

flask image-processing machine-learning

Last synced: 03 Mar 2026

https://github.com/vkuznet/tfaas

TensorFlow as a Service, a general purpose framework to serve TF models.

deeplearning go inference machine-learning prediction python tensorflow tensorflow-models tf-model tfaas-server

Last synced: 17 Mar 2025

https://github.com/arosh/BM25Transformer

(Python) transform a document-term matrix to an Okapi/BM25 representation

information-retrieval machine-learning natural-language-processing python scikit-learn

Last synced: 13 Jul 2025

https://github.com/drscotthawley/aeiou

(ML) audio engineering i/o utils

audio machine-learning pytorch utilities

Last synced: 08 May 2025

https://github.com/CrayLabs/SmartRedis

SmartSim Infrastructure Library Clients.

hpc machine-learning redis redis-client redisai

Last synced: 04 May 2025

https://github.com/oidiotlin/torchtracer

A python package for visualization and storage management in a pytorch AI task.

lab machine-learning pytorch tools

Last synced: 11 Apr 2025

https://github.com/akensert/molgraph

Graph neural networks for molecular machine learning. Implemented and compatible with TensorFlow and Keras.

bioinformatics cheminformatics computational-biology computational-chemistry deep-learning graph-neural-networks graphs keras machine-learning tensorflow

Last synced: 12 Jul 2025

https://github.com/codait/aardpfark

A library for exporting Spark ML models and pipelines to PFA

apache-spark machine-learning ml model model-export pfa pfa-standard pipelines

Last synced: 06 May 2025

https://github.com/smartlab-purdue/san-navistar

This repository contains the source code for our paper: "NaviSTAR: Socially Aware Robot Navigation with Hybrid Spatio-Temporal Graph Transformer and Preference Learning". For more details, please refer to our project website at https://sites.google.com/view/san-navistar.

machine-learning preference-learning reinforcement-learning robot-navigation socially-aware-navigation transformer

Last synced: 18 Jul 2025

https://github.com/karolzak/conv3d-video-action-recognition

My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves results similar to those reported by authors

action-recognition c3d conv3d deep-learning keras keras-implementations machine-learning pipe sports-1m tensorflow ucf101 video-classification video-processing video-recognition

Last synced: 08 May 2025

https://github.com/rclement/sqlite-ml

An SQLite extension for machine learning

machine-learning mlops sql sqlite

Last synced: 07 Apr 2025

https://github.com/hemansnation/ai-ml-14-hours-free-course

7 Day AI ML Fundamentals Workshop The purpose of this FREE workshop is 1. To give you a boost of getting started with AI. 2. A life-long community with a similar mindset. 3. strong grip on fundamentals that the advanced concepts will be easy to understand.

computer-vision datastructures-algorithms deep-learning generative-ai machine-learning mlops nlp numpy pandas python system-design

Last synced: 03 Sep 2025

https://github.com/devin-liu/glanceables

Glanceables is a handy macOS desktop app that turns parts of websites into easy-to-view widgets. This app makes it simpler to keep tabs on the important stuff from websites without having to dig around too much. Perfect for quickly checking things like travel times!

ai machine-learning macos ollama productivity web-clipper widgets

Last synced: 11 Oct 2025

https://github.com/enricoros/awesome-agi

A curated list of amazing resources, papers, articles, and tools related to Artificial General Intelligence.

agi ai-research ai-resources artificial-general-intelligence artificial-intelligence autonomous-agents deep-learning gpt large-language-models machine-learning reasoning-systems

Last synced: 28 Dec 2025

https://github.com/araffin/rl-handson-rlvs21

Stable-Baselines3 (SB3) reinforcement learning tutorial for the Reinforcement Learning Virtual School 2021.

google-colab machine-learning reinforcement-learning stable-baselines3

Last synced: 30 Apr 2025

https://github.com/fcakyon/instafake-dataset

Dataset for Intagram Fake and Automated Account Detection

bot classification data-science dataset fake instafake instagram machine-learning research

Last synced: 30 Apr 2025

https://github.com/junzis/flight-data-processor

Flight data clustering and flight phase identification

fuzzy-logic machine-learning

Last synced: 21 Mar 2025

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

🎥 iOS11 demo application for dominant objects detection.

coreml inceptionv3 ios machine-learning object-classification object-detection swift swift4 vision

Last synced: 22 Jul 2025

https://github.com/nianticlabs/airplanes

[CVPR 2024] AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings

computer-vision cvpr2024 machine-learning plane-detection

Last synced: 14 Sep 2025

https://github.com/akondas/code-review-estimator

Estimate cost of code review using Machine Learning

code-review estimation machine-learning php7 regression

Last synced: 19 Mar 2025

https://github.com/pcpLiu/Serrano

A Swift deep learning library with Accelerate and Metal support.

deep-learning deep-neural-networks ios machine-learning macos swift

Last synced: 02 Aug 2025

https://github.com/olilarkin/ort-builder

ONNX Runtime static library builder

machine-learning onnx onnxruntime

Last synced: 29 Apr 2025

https://github.com/pfund-software-ltd/pfund

An All-in-One Algo-Trading Framework: Backtest -> Train -> Trade -> Monitor. Machine / Deep Learning Ready. Supports All Trading: TradFi+CeFi+DeFi. Code Once, Trade Anywhere.

algo-trading backtesting crypto-trading defi investing machine-learning portfolio-management python trading

Last synced: 10 Oct 2025

https://github.com/ljvmiranda921/gym-lattice

An HP 2D Lattice Environment with a Gym-like API for the Protein Folding Problem

environments hp-model machine-learning protein-sequences protein-structure python reinforcement-learning

Last synced: 18 Oct 2025

https://github.com/jason2brownlee/machinelearningmischief

Machine Learning Mischief: Examples from the dark side of data science

data-science ethics hacking machine-learning statistics

Last synced: 29 Jan 2026

https://github.com/Dan-Boat/PyESD

Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of the package is to downscale any climate variables e.g. precipitation and temperature using predictors from reanalysis datasets (eg. ERA5) to point scale. pyESD adopts many ML and AL as the transfer function.

deep-learning downscaling ensemble-machine-learning machine-learning precipitation sckit-learn tensorflow2

Last synced: 20 Jul 2025

https://github.com/OIdiotLin/torchtracer

A python package for visualization and storage management in a pytorch AI task.

lab machine-learning pytorch tools

Last synced: 10 May 2025

https://github.com/cyberscribe/d20datascience

Data science investigations into the mechanics of the world's greatest role playing game

datascience machine-learning regression-analysis role-playing-game roleplay roleplaying-game

Last synced: 15 Jul 2025

https://github.com/sintel-dev/Draco

State space and deep generative models for time series.

classification machine-learning time-series

Last synced: 07 May 2025

https://github.com/JonathanLaneMcDonald/ML_for_SLA

Training a neural network to isolate comprehensible input from unstructured text to aid vocabulary acquisition.

japanese machine-learning natural-language-processing second-language-acquisition

Last synced: 19 Jul 2025

https://github.com/nneji123/serving-machine-learning-models

This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various frameworks and applications such as Docker, Flask, FastAPI, BentoML, Streamlit, MLflow and even code on how to deploy your machine learning model as an android app.

actions bentoml css deployment docker dvc fastapi flask heroku heroku-deployment html5 kivymd machine-learning mlflow mlops streamlit webapp

Last synced: 06 May 2025

https://github.com/okbalefthanded/bci_toolbox

Classification toolbox for ERP and SSVEP based BCI data

benchmarking brain-computer-interface classification eeg erp machine-learning ssvep

Last synced: 21 Jun 2025

https://github.com/comprhys/aviary

The Wren sits on its Roost in the Aviary.

machine-learning material-science materials-discovery roost wren

Last synced: 10 Apr 2025

https://github.com/cyberagent/fast-annotation-tool

FAST is an annotation tool that focuses on mobile devices. https://aclanthology.org/2021.emnlp-demo.41/

annotation-tool data-labeling dataset firebase google-cloud machine-learning natural-language-processing react text-annotation

Last synced: 15 Jun 2025

https://github.com/tatevkaren/recurrent-neural-network-pricing-model

Price Prediction Case Study predicting the Bitcoin price and the Google stock price using Deep Learning, RNN with LSTM layers with TensorFlow and Keras in Python. (Includes: Data, Case Study Paper, Code)

bitcoin bitcoin-price case-study-paper deep-learning google google-stock-prices keras lstm machine-learning pandas price-prediction recurrent-neural-networks rnn-model scikit-learn stock-price-prediction stock-prices tensorflow

Last synced: 10 Apr 2025

https://github.com/hunar4321/reweight-gpt

Reweight GPT - a simple neural network using transformer architecture for next character prediction

algorithms data-science gpt language-model machine-learning nerual-networks numpy pytorch

Last synced: 10 Apr 2025

https://github.com/CompRhys/aviary

The Wren sits on its Roost in the Aviary.

machine-learning material-science materials-discovery roost wren

Last synced: 04 May 2025

https://github.com/sunsided/viola-jones-adaboost

Training a face detection cascade using Adaptive Boosting after Viola and Jones.

adaboost computer-vision face-detection haar-cascade image-processing jupyter-notebook machine-learning python viola-jones

Last synced: 18 Mar 2025

https://github.com/sintel-dev/draco

State space and deep generative models for time series.

classification machine-learning time-series

Last synced: 10 Apr 2025

https://github.com/explosion/spacy-ray

☄️ Parallel and distributed training with spaCy and Ray

distributed-computing machine-learning natural-language-processing parallel-training ray spacy training

Last synced: 19 Oct 2025

https://github.com/aws/sagemaker-sparkml-serving-container

This code is used to build & run a Docker container for performing predictions against a Spark ML Pipeline.

inference inference-pipeline machine-learning mleap mleap-serialized-spark pipeline sagemaker serving spark sparkml

Last synced: 20 Oct 2025

https://github.com/wkentaro/safepicking

SafePicking: Learning Safe Object Extraction via Object-Level Mapping, ICRA 2022

artificial-intelligence computer-vision deep-learning machine-learning reinforcement-learning robotics ros

Last synced: 15 Apr 2025

https://github.com/wkentaro/reorientbot

ReorientBot: Learning Object Reorientation for Specific-Posed Placement, ICRA 2022

artificial-intelligence computer-vision deep-learning machine-learning robotics ros

Last synced: 15 Apr 2025

https://github.com/zincware/zntrack

Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks.

data-science data-version-control developer-tools dvc git machine-learning python reproducibility

Last synced: 22 Jul 2025

https://github.com/stomioka/sdtm_mapper

AI SDTM mapping (R for ML, Python, TensorFlow for DL)

cdisc deep-learning machine-learning nlp-machine-learning sdtm

Last synced: 08 Apr 2026

https://github.com/archsyscall/DistRL-TensorFlow2

🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.

c51 deep-learning distributional-rl dqn machine-learning qr-dqn rainbow-dqn tensorflow tensorflow2

Last synced: 23 Jul 2025

https://github.com/invenia/keras.jl

A julia wrapper for https://keras.io

deep-learning julia keras machine-learning neural-networks tensorflow

Last synced: 12 Jul 2025

https://github.com/pixano/pixano

Data-centric AI building blocks for computer vision applications

computer-vision data-annotation data-visualization deep-learning machine-learning python

Last synced: 27 Aug 2025

https://github.com/davidgasquez/kaggle-airbnb

:earth_africa: Where will a new guest book their first travel experience?

jupyter kaggle machine-learning

Last synced: 29 Jun 2025

https://github.com/bwconrad/soft-moe

PyTorch implementation of "From Sparse to Soft Mixtures of Experts"

computer-vision machine-learning mixture-of-experts pytorch transformer vision-transformer

Last synced: 11 Apr 2025

https://github.com/beingamanforever/llm-text-detection

A complete overview and insights into AI-Text detection :seedling: using the powerful BERT(Bi-directional encoder representation transformer) to predict if a text is AI-generated :sunflower: or Human-authored :rocket:

ai-text-detector artificial-intelligence bert bert-model kaggle kaggle-competitions llm machine-learning natural-language-processing neural-networks nlp open-project

Last synced: 27 Apr 2025

https://github.com/nanxstats/protr

🧬 Toolkit for generating various numerical features of protein sequences

bioinformatics feature-engineering feature-extraction machine-learning peptides protein-sequences sequence-analysis

Last synced: 14 Mar 2026

https://github.com/GuitarML/TS-M1N3

TS-9 guitar pedal clone using neural networks.

audio-processing guitar machine-learning neural-network

Last synced: 24 Apr 2025

https://github.com/swader/diffbot-php-client

[Deprecated - Maintenance mode - use APIs directly please!] The official Diffbot client library

ai artificial-intelligence bot crawl crawling diffbot machine-learning nlp php scrape scraped-data scraper scraping

Last synced: 21 Aug 2025

https://github.com/buildersoftio/cortex

Cortex | Data Framework—a cutting-edge SDK that simplifies real-time data processing with intuitive operators, robust state management, and seamless telemetry for efficient, scalable pipelines.

ai csharp data-engineering data-integration data-pipeline dotnet event-driven framework machine-learning real-time streaming

Last synced: 30 Jan 2026

https://github.com/gretelai/gretel-python-client

The Gretel Python Client allows you to interact with the Gretel REST API.

datascience machine-learning privacy privacy-enhancing-technologies stream-processing synthetic-data

Last synced: 04 Apr 2025

https://github.com/chopralab/lemon

A framework for rapidly mining structural information from the Protein Data Bank

cheminformatics chemistry computational-chemistry data-mining machine-learning structural-biology

Last synced: 04 Apr 2026

https://github.com/jjfiv/fastrank

My most frequently used learning-to-rank algorithms ported to rust for efficiency. Try it: "pip install fastrank".

coordinate-ascent learning-to-rank machine-learning random-forests ranklib rust

Last synced: 24 Oct 2025

https://github.com/sylvaticus/spmlj

Introduction to Scientific Programming and Machine Learning with Julia

deep-learning-algorithms deep-learning-tutorial julia machine-learning

Last synced: 28 Oct 2025

https://github.com/sap-samples/btp-ai-sustainability-bootcamp

This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.

computer-vision condition-monitoring deep-learning defect-detection image-segmentation machine-learning predictive-maintenance sac-planning sample sample-code sap-ai-core sap-ai-launchpad sap-analytics-cloud sound-classification sustainability

Last synced: 01 Mar 2026

https://github.com/ksalama/tf-estimator-tutorials

This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way.

machine-learning python tensorflow

Last synced: 09 Mar 2026

https://github.com/dsgiitr/adversarial_lab

Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.

adversarial-attacks computer-vision flask html-css-javascript imagenet machine-learning python pytorch visualization

Last synced: 15 Apr 2025

https://github.com/ahrefs/ocannl

OCANNL: OCaml Compiles Algorithms for Neural Networks Learning

machine-learning neural-network ocaml ocaml-library

Last synced: 12 Jul 2025

Machine learning Awesome Lists
awesome-scalability 920 awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 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 1,521 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 10,999 Uncategorized 7,975 Books 4,040 fl in top-tier journal 3,220 Scalability 2,953 A01_文本生成_文本对话 2,389 **Literature and Codes** 2,262 Vision 2,031 Repos 1,845 Table of Contents 1,650 fl in top ml conference and journal 1,564 Blog Posts 1,538 Paper List 1,493 Year 2022 1,444 Publications-and-Preprints 1,179 Articles & Blogs 1,156 Attack 1,063 Computational Information Geometry 1,052 Research Papers 1,028 Videos 928