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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/viadee/javaanchorexplainer

Explains machine learning models fast using the Anchor algorithm originally proposed by marcotcr in 2018

ai algorithm anchor explainable-ai h2oai java machine-learning

Last synced: 13 Oct 2025

https://github.com/gasteigerjo/gtn

Graph transport network (GTN), as proposed in "Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More" (ICML 2021)

graph-distance graph-neural-network machine-learning paper

Last synced: 02 Apr 2026

https://github.com/huggingface/hf_benchmarks

A starter kit for evaluating benchmarks on the 🤗 Hub

evaluation huggingface machine-learning

Last synced: 14 Oct 2025

https://github.com/jmaczan/text-to-ml

Programmable automated machine learning - proof of concept

automl deep-learning huggingface hugginggpt machine-learning python

Last synced: 13 Oct 2025

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

A Datasette plugin providing an MLOps platform to train, eval and predict machine learning models

ai datasette datasette-plugin machine-learning mlops python scikit-learn sql sqlite

Last synced: 26 Oct 2025

https://github.com/tushar2704/streamlit-magic-cheat-sheets

Streamlit Magic Cheat Sheets- All of Streamlit in one Streamlit App!(Available in English, Français & Deutsch.)

data-science machine-learning python snowflake streamlit streamlit-tushar2704 tushar2704 webapp

Last synced: 27 Apr 2026

https://github.com/aradfarahani/khuadvancegeoml

The Advance Python and Machine Learning workshop was organized by the Geology Society of Kharazmi University with collaboration of Water Research Center from April to June at Kharazmi University by Nima Raeisi and Mahdi Farmahini Farahani.

earthscience kharazmi-university machine-learning python

Last synced: 07 Apr 2025

https://github.com/greatgamedota/cnn-in-cpp

CNN implementation in C++ categorizing the MNIST data set

algorithms cnn convolutional-neural-networks machine-learning math neural-network

Last synced: 10 Aug 2025

https://github.com/jackfsuia/shampoosalesagent

A minimal LLM sales agent framework for sales agent fast deployment and benchmark. Support OpenAI models, Claude, HuggingFace models, Gemini, Ernie(文心一言4.0), Baichuan(百川), Qwen(通义千问), Moonshot(月之暗面), GLM(智谱), Deepseek. AI销售智能体微型框架.

agent ai framework gpt llm machine-learning nlp recommendation-system retail salesperson selling-platform shampoo shopping

Last synced: 20 Aug 2025

https://github.com/narasimha1997/bzcompute

bzCompute is a computation graph library with built-in support for domain-decomposition and prallel computation. The library can be used for expressing and executing large number of mathematical and text-processing operations using Data-Flow graphs, (Educational version of tensorflow), written in pure python code with numpy support.

computer-science domain-decomposition educational-project machine-learning parallel-computing

Last synced: 12 Apr 2025

https://github.com/neuml/txtai.py

Python client for txtai

machine-learning nlp python search

Last synced: 31 Oct 2025

https://github.com/autonlab/aqua

AQuA: A Benchmarking Tool for Label Quality Assessment

data-centric-ai data-cleaning data-science label-errors machine-learning robust-machine-learning

Last synced: 16 Jan 2026

https://github.com/chifisource/oddframes.jl

The unique data management platform for Julia

data data-science julia machine-learning

Last synced: 13 Aug 2025

https://github.com/goldstraw/rust_cnn

Rust convolutional neural network from scratch

cnn convolutional-neural-network machine-learning rust

Last synced: 25 Sep 2025

https://github.com/codelibs/fione

Fione is Enterprise AI Platform

ai automl data-science machine-learning

Last synced: 30 Apr 2025

https://github.com/harshcasper/ipl-match-predictor

A simple Machine Learning Application developed and deployed on Flask Web Framework to predict an IPL Match Winner 🏏🎰

bootstrap flask flask-application ipl machine-learning machine-learning-algorithms

Last synced: 23 Mar 2025

https://github.com/paperspace/object-detection-segmentation

How to run object detection models on Gradient including re-training and inference

computer-vision deep-learning machine-learning object-detection tensorflow

Last synced: 26 Jul 2025

https://github.com/wq2012/vb_diarization

VB Diarization with Eigenvoice and HMM Priors, refactored

machine-learning speaker-diarization speech-processing speech-recognition

Last synced: 12 Apr 2025

https://github.com/yfletberliac/mango

Question-Answering NLP model with character-level RNN (TensorFlow).

character-level-rnn deep-learning machine-learning nlp rnn tensorflow

Last synced: 06 Apr 2025

https://github.com/codait/flight-delay-notebooks

Analyzing flight delay and weather data using Elyra, IBM Data Asset Exchange, Kubeflow Pipelines and KFServing

codait data-science elyra jupyter jupyter-notebook jupyterlab kfserving kubeflow-pipelines machine-learning

Last synced: 06 May 2025

https://github.com/ineelhere/curated

An open source project built with Streamlit on Python, that focuses on curating awesome resources for learning awesome skills.

computer-science git machine-learning open-source python streamlit streamlit-webapp

Last synced: 28 Oct 2025

https://github.com/shreyansh26/elf-miner

An implementation of the paper "ELF-Miner: Using Structural Knowledge and Data Mining Methods To Detect New (Linux) Malicious Executables"

data-mining elf elf-miner feature-extraction linux-malware machine-learning malware-analysis malware-detection static-analysis

Last synced: 10 Apr 2025

https://github.com/sforaidl/playground

A python library consisting of pipelines for visual analysis of different sports using Computer Vision and Deep Learning.

computer-vision deep-learning machine-learning python pytorch sports-analytics

Last synced: 20 Jun 2025

https://github.com/charlesaverill/satyrn

A Notebook alternative that supports branching code and local collaboration.

data-science full-stack ide jupyter-notebook machine-learning open-source python web-development

Last synced: 11 Apr 2025

https://github.com/reinfer/blingfire-rs

Rust wrapper for the BlingFire tokenization library

machine-learning nlp rust rust-wrapper tokenizer

Last synced: 16 May 2025

https://github.com/bushuhui/machinelearning_notebook

Notebooks for machine learning

machine-learning python pytorch sklearn

Last synced: 16 Jan 2026

https://github.com/viadee/anchorsOnR

Implementation of the Anchors algorithm: Explain black-box ML models

anchors explainable-ai iml machine-learning r rules xai

Last synced: 13 Jul 2025

https://github.com/yonesuke/jaxfss

JAX/Flax implementation of finite-size scaling

deep-learning flax jax machine-learning neural-network optax physics

Last synced: 16 Jan 2026

https://github.com/DhiriaDev/TIMEX

Library for time-series-forecasting-as-a-service.

forecasting forecasting-a-a-service machine-learning time-series

Last synced: 01 Apr 2025

https://github.com/rubixml/dota2

Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.

classifier cross-validation data-science dota dota2 machine-learning machine-learning-tutorial naive-bayes naive-bayes-algorithm naive-bayes-classifier php php-machine-learning php-ml prediction rubix-ml

Last synced: 30 Jul 2025

https://github.com/djsutherland/igms

Implicit generative models and related stuff based on the MMD, in PyTorch

generative-models hypothesis-testing kernel-methods machine-learning maximum-mean-discrepancy python pytorch statistical-tests

Last synced: 23 Apr 2025

https://github.com/markus-k/bisenetv2-tf2

BiSeNet V2 TensorFlow 2 Implementation capable of running on Edge TPUs

bisenetv2 edgetpu image-segmentation image-segmentation-tensorflow machine-learning python tensorflow2 tflite

Last synced: 12 Jul 2025

https://github.com/weaviate/contextionary

Weaviate's own language vectorizer, which allows for semantic context-based searches in Weaviate

machine-learning vectorizer weaviate

Last synced: 11 Apr 2025

https://github.com/correia-jpv/fucking-awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities. With repository stars⭐ and forks🍴

awesome awesome-list deep-learning deep-learning-tutorial deep-networks face-images machine-learning neural-network recurrent-neural-networks

Last synced: 27 Apr 2025

https://github.com/akshaymogaveera/self-driving-robot-using-neural-network

This project introduces the autonomous robot which is a scaled down version of actual self-driving vehicle and designed with the help of neural network. The main focus is on building autonomous robot and train it on a designed track with the help of neural network so that it can run autonomously without a controller or driver on that specific track. The robot will stream the video to laptop which will then take decisions and send the data to raspberry pi which will then control the robot using motor driver. This motor driver will move the robot in required directions. Neural Network is used to train the model by first driving the robot on the specially designed track by labeling the images with the directions to be taken. After the model is trained it can make accurate predictions by processing the images on computer. This approach is better than conventional method which is done by extracting specific feature from images.

arduino artificial-neural-networks driverless-car google gradient-descent keras machine-learning neural-network opencv opencv3-python python raspberry-pi robotics self-driving-car self-driving-car-simulation tensorflow tensorflow-models waymo

Last synced: 18 Jul 2025

https://github.com/rameerez/bicimad-data-analysis

🚲 BiciMAD - Data analysis + ML usage predictions of Madrid's public bike system data

artificial-intelligence bicimad bicimad-data bike city data-analysis emt-opendata ipython-notebook machine-learning madrid neural-network python

Last synced: 17 Sep 2025

https://github.com/wkirgsn/deep-pmsm

Estimate intrinsic Permanent Magnet Synchronous Motor temperatures with deep recurrent and convolutional neural networks.

bayesian-optimization convolutional-neural-networks deep-learning electric-motor electric-vehicles keras machine-learning recurrent-neural-networks regression temperature-monitoring time-series

Last synced: 01 Aug 2025

https://github.com/bluegranite/databrickstraining

Repository for Microsoft Databricks Training Events - Hosted by BlueGranite

apache-spark azure azure-databricks databricks distributed-computing machine-learning pyspark spark spark-streaming

Last synced: 13 May 2025

https://github.com/georgeslabreche/opssat-smartcam

On November 8, 2020, this project achieved the first use of deep convolutional neural networks (CNN) on-board a spacecraft.

ai artificial-intelligence esa image-classification image-clustering k-means k-means-clustering kmeans kmeans-clustering machine-learning neural-network neural-networks space spacecraft tensorflow-lite tensorflow2

Last synced: 19 Feb 2026

https://github.com/johnolafenwa/torchfusion-utils

A pytorch helper library for Mixed Precision Training, Initialization, Metrics and More Utilities to simplify training of deep learning models

deeplearning initializer machine-learning metrics mixed-precision-training nvidia python pytorch

Last synced: 01 Aug 2025

https://github.com/linhaowei1/clog

✌ CLoG: Benchmarking Continual Learning of Image Generation Models

continual-learning diffusion-models gan generative-model huggingface machine-learning stable-diffusion

Last synced: 28 Jul 2025

https://github.com/roberino/linqinfer

A lightweight and slightly experimental inference library for C# / LINQ

linq machine-learning neural-networks text-mining

Last synced: 26 Jul 2025

https://github.com/brian-hepler-phd/spherical-cnn

Interactive exploration of equivariant neural networks on homogeneous spaces, with a focus on the sphere S² as SO(3)/SO(2). From Lecture 8 of the Lie groups course with Quantum Formalism

e3nn equivariant-neural-networks geometric-deep-learning homogeneous-spaces lie-groups machine-learning pytorch representation-theory scientific-computing spherical-cnn

Last synced: 02 Aug 2025

https://github.com/hoangsonww/customizable-ai-chatbot

🧬 Build your own conversational AI in minutes (or seconds!) with this customizable chatbot template, utilizing modern technologies like Next.js, Tailwind CSS, RAG, Pinecone, and powerful LLM/GenAI APIs (with chunk streaming!) including OpenAI, Fireworks AI, and Anthropic AI. Time to unleash your creativity and transform ideas into reality! 🚀

airflow anthropic artificial-intelligence fireworks fullstack-development machine-learning natural-language-processing next nextjs nlp openai pinecone rag responsive-design retrieval-augmented-generation tailwindcss transformers typescript vector vercel

Last synced: 13 May 2025

https://github.com/activatedgeek/tight-pac-bayes

Code for PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization, NeurIPS 2022

deep-learning machine-learning pac-bayes

Last synced: 12 Apr 2025

https://github.com/evernext10/hand-gesture-recognition-machine-learning

Automatic method for the recognition of hand gestures for the categorization of vowels and numbers in Colombian sign language based on Neural Networks (Perceptrons), Support Vector Machine and K-Nearest Neighbor for classifier /// Método automático para el reconocimiento de gestos de mano para la categorización de vocales y números en lenguaje de señas colombiano basado en redes neuronales (perceptrones), soporte de máquina vectorial y K-vecino más cercano para clasificador

artificial-intelligence colombian-sign-language colombian-signal-language f1-score feature-extraction gesture hand knearest-neighbor-classifier knn-classification knn-classifier lsc machine-learning machinelearning neural-network precision preprocessing recall recognition signal-processing support-vector-machines

Last synced: 22 Apr 2025

https://github.com/sksoumik/AI-resources

Important machine learning / deep learning / Image Processing resources. blogs | courses | articles | tutorials | repositories | books | competition links

ai-learning-resource artificial-intelligence deep-learning machine-learning machine-learning-tutorials

Last synced: 01 Apr 2025

https://github.com/yashksaini-coder/floraloracle--iris-inference-hub

The Objective is to combine the Prediction & classification scenarios of Machine Learning algorithms on the morphological Flower dataset

classification data-science jupyter-notebook machine-learning machine-learning-algorithms machinelearning prediction-model python3 scikit-learn scikitlearn-machine-learning

Last synced: 11 Apr 2025

https://github.com/ata-turhan/kaggle-blueprints

It is a blueprint jupyter notebook that can be used for classification and regression tasks using ml and dl solutions.

classification kaggle machine-learning python regression tabular-data

Last synced: 10 Sep 2025

https://github.com/ultralytics/.github

Ultralytics GitHub default .github repository.

ai computer-vision deep-learning hub machine-learning ml ultralytics yolo yolov5 yolov8

Last synced: 27 Oct 2025

https://github.com/zsxkib/qwen-image-macos

🎨 Native AI image generation for Apple Silicon with Qwen-Image. Lightning LoRA acceleration for fast 4–8 step runs. Zero Docker, just works.

ai apple-silicon cli-tool deep-learning diffusion image-generation lightning-lora m1 m2 m3 machine-learning macos mps python pytorch qwen

Last synced: 28 Feb 2026

https://github.com/magenta/bach-doodle-visualization

Interactive visualizations for the Bach Doodle dataset

doodle interactive machine-learning visualization

Last synced: 18 Oct 2025

https://github.com/OutofAi/ChitChat

Modal LLM LLama.cpp based model deployment as part of series of Model as a Service (MaaS)

llamacpp llm llm-inference machine-learning mistral mistral-7b modelasservice modeldeployment openhermes serverless

Last synced: 11 Feb 2026

https://github.com/kyegomez/teragpt

Train a production grade GPT in less than 400 lines of code. Better than Karpathy's verison and GIGAGPT

ai artificial-intelligence gpt4 machine-learning ml pytorch swarms torch zeta

Last synced: 26 Oct 2025

https://github.com/olafurjohannsson/kjarni

Native AI inference engine — embeddings, classification, reranking, search, and text generation. Rust core with C# bindings. No Python, no ONNX, no CUDA.

classification csharp dotnet embeddings inference llama llm machine-learning nlp rag rust semantic-search sentence-embeddings sentiment-analysis seq2seq text-generation transformers webgpu whisper

Last synced: 16 Feb 2026

https://github.com/tslmy/politeness-estimator

A set of pre-trained machine-learning models that predict (im-)politeness scores in texts.

computational-linguistics machine-learning social-psychology

Last synced: 11 Oct 2025

https://github.com/takuti/stream-recommender

Experiments of item recommendation in a streaming environment

factorization machine-learning python recommender-system research

Last synced: 04 Mar 2026

https://github.com/sjkaliski/infer-lambda-api

Deploy an Image Recognition API using Go, Terraform, Lambda, and API Gateway.

aws aws-lambda go golang lambda machine-learning tensorflow terraform

Last synced: 26 Feb 2026

https://github.com/secretflow/serving

SecretFlow-Serving is a serving system for privacy-preserving machine learning models.

federated-learning machine-learning privacy-preserving secure-multiparty-computation serving serving-ml

Last synced: 01 Feb 2026

https://github.com/darribas/satellite_led_liverpool

Data and code for the paper "Remote Sensing-Based Measurement of Living Environment Deprivation - Improving Classical Approaches with Machine Learning", by Dani Arribas-Bel, Jorge Patiño and Juanca Duque

data machine-learning paper remote-sensing reproducibility socio-economic-indicators

Last synced: 10 Apr 2025

https://github.com/amirabbasasadi/persianocr

Simple word-level OCR program for the Persian language based on Recurrent Neural Networks using Pytorch and OpenCV

image-processing machine-learning ocr ocr-recognition opencv python pytorch

Last synced: 15 Jun 2025

https://github.com/hengluchang/visualizing_contextual_vectors

Visualizing ELMo Contextual Vectors for Word Sense Disambiguation

elmo machine-learning nlp python visualization

Last synced: 04 Oct 2025

https://github.com/lucasrodes/kpca-denoising-python

Reproduction of the experiments presented in Kernel PCA and De-noising in Feature Spaces, as a project in DD2434 Machine Learning Advance Course during Winter 2016

denoising-images kernel-methods kpca-analysis machine-learning pca-analysis

Last synced: 18 Mar 2025

https://github.com/feedzai/feedzai-openml

API for Feedzai's Open Machine Learning that allows to integrate ML algorithms in Feedzai's platform.

api data-science feedzai machine-learning openml

Last synced: 30 Apr 2025

https://github.com/innolitics/pre-trained-keras-example

Example on how to use pre trained networks on new classification problems.

example keras machine-learning pre-trained python3 tensorflow

Last synced: 30 Apr 2025

https://github.com/microsoft/internet-in-a-box

Enabling data-informed network simulation

machine-learning network-measurement network-simulation

Last synced: 02 May 2026

https://github.com/mohammadreza-mohammadi94/data-analysis-and-machine-learning-projects

A comprehensive collection of data analysis and machine learning projects, showcasing techniques and models for various data challenges. Dive in to explore code examples, analyses, and machine learning workflows.

data-analysis data-science dataframes deep-learning exploratory-data-analysis hyperparameter-tuning machine-learning machine-learning-algorithms pandas python scikit-learn visualization

Last synced: 06 Oct 2025

https://github.com/arafattehsin/sentimentanalyzer

This repo contains the source code of SentimentAnalyzer. It's an on-device (offline) open-source library to find out what customers think of your brand or topic by analyzing raw text for clues about positive or negative sentiment. Powered by ML.NET

automl dotnet hacktoberfest machine-learning mlnet sentiment-analysis

Last synced: 10 Sep 2025

https://github.com/jessecambon/data-science-sandbox

Code and resources to serve as a starting point for data science projects.

data-science data-visualization geospatial-analysis machine-learning nlp python r statistical-modeling statistics

Last synced: 21 Jul 2025

https://github.com/aminkhani/deep-rl

You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.

artificial-intelligence atari2600 ddqn deep-learning deep-reinforcement-learning deep-rl deeprl dqn machine-learning policy-gradient proximal-policy-optimization reinforcement-learning

Last synced: 21 Jun 2025

https://github.com/ksdkamesh99/ml-in-dava

The repository contains various python jupyter notebooks of predicting different medical diseases from various open source datasets.The following medical diseases predicted are cancer,,diabeties,kidney diseases,heart disease,liver diseases,spine disease using variou machine learning classification algorithms like KNN,Logistic Regression,Support Vector Machine,Decision Tree,Random Forest

decision-tree heatmap knn logistic-regression machine-learning medicine random-forest sklearn support-vector-machine

Last synced: 12 May 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-artificial-intelligence 90 awesome-aws 687 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 11,213 Uncategorized 8,079 Books 4,098 fl in top-tier journal 3,255 Scalability 2,953 A01_文本生成_文本对话 2,414 **Literature and Codes** 2,279 Vision 2,030 Repos 1,864 Table of Contents 1,787 Paper List 1,716 fl in top ml conference and journal 1,564 Blog Posts 1,560 Year 2022 1,444 Publications-and-Preprints 1,179 Articles & Blogs 1,158 Computational Information Geometry 1,071 Attack 1,071 Research Papers 1,032 Videos 1,012