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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/gansanay/numerai

Code and notebooks from experiments in Numer.ai

machine-learning

Last synced: 25 Jul 2025

https://github.com/e0xextazy/nlp_huawei_new2_task

A new second practical assignment for Huawei's NLP course

deep-learning machine-learning nlp text-classification

Last synced: 11 Apr 2025

https://github.com/AlexanderMelde/Verkehrszeichenerkennung

Traffic Sign Detection 🇩🇪 Praktische Implementierung einer Verkehrszeichenerkennung mit OpenCV und Tensorflow im Rahmen einer Studienarbeit.

autonomous-driving cnn computer-vision dataset gtsrb machine-learning opencv paper tensorflow traffic-sign-classification

Last synced: 06 May 2025

https://github.com/kyegomez/hrtx

Multi-Modal Multi-Embodied Hivemind-like Iteration of RTX-2

ai artificial-intelligence ensemble gpt4v machine-learning ml multi-modal multi-modality rt-2 rtx

Last synced: 16 Apr 2025

https://github.com/fabianp/mash_2016_sklearn_intro

Material for the MASH course on introduction to scikit-learn

machine-learning notebooks scikit-learn tutorial

Last synced: 15 Apr 2025

https://github.com/JosephTLucas/lintML

A security-first linter for code that shouldn't need linting

linter machine-learning security

Last synced: 18 Apr 2025

https://github.com/rumaan/machine-learning-lab-vtu

Repository with programs for the Machine Learning Lab VTU - (15CSL76) 📚

jupyter lab machine-learning machine-learning-lab python3 sklearn vtu

Last synced: 03 Jul 2025

https://github.com/stephanakkerman/crypto-forecasting-benchmark

This repository contains the codebase used in the research conducted for the paper titled "Benchmarking Cryptocurrency Forecasting Models in the Context of Data Properties and Market Factors." The study involved a rigorous assessment of thirteen different time series forecasting models over twenty-one cryptocurrencies and four distinct time frames.

crypto cryptocurrencies cryptocurrency hyperoptimization hyperparameter-optimization machine-learning price-analysis price-prediction price-prediction-model time-series time-series-analysis time-series-forecasting volatility

Last synced: 10 Apr 2025

https://github.com/twilio-labs/ml-training-api

A service template for asynchronous machine learning model training

machine-learning python

Last synced: 07 May 2025

https://github.com/birdnet-team/birdnet-tiny-forge

Create your own birdsong logger, powered by BirdNET-Tiny.

ai birdsong edge-computing embedded kedro machine-learning

Last synced: 24 Jan 2026

https://github.com/jaypmorgan/adversarial.jl

Adversarial attacks for Neural Networks written with FluxML

adversarial-attacks adversarial-machine-learning flux julia julialang machine-learning

Last synced: 05 Mar 2026

https://github.com/caranathunge/promor

A comprehensive R package for label-free proteomics data analysis and modeling

biomarkers differential-expression lfq machine-learning mass-spectrometry modeling proteomics r r-package rstats

Last synced: 24 Sep 2025

https://github.com/matcom/ml

Base machine learning image and environment.

docker keras machine-learning python sklearn tensorflow

Last synced: 11 Aug 2025

https://github.com/jinglescode/unity-ml-agents-turret-defense

A reinforcement learning agent playing as the turret, where its goal is to allow ten friendly units to enter the base, and loses if an enemy unit has entered the base or if two friendly units were shot.

machine-learning mlagent reinforcement-learning unity

Last synced: 15 Apr 2025

https://github.com/piesposito/transformers-low-code-experiments

Low-code pre-built pipelines for experiments with huggingface/transformers for Data Scientists in a rush.

deep-learning machine-learning nlp pytorch transformer

Last synced: 31 Jul 2025

https://github.com/opensourceai/tutorial

This is a machine learning and deep learning tutorial.（机器学习和深度学习教程）

deep-learning machine-learning pytorch tensorflow tutorial

Last synced: 13 Jun 2025

https://github.com/boschresearch/exekglib

Python library for Executable Machine Learning Knowledge Graphs

data-science knowledge-graph-construction machine-learning machine-learning-pipelines python

Last synced: 07 Oct 2025

https://github.com/qinhanmin2014/machine-learning-in-action

Source code from the book Machine Learning in Action, corrected the errors, updated according to python 3.X

machine-learning machine-learning-algorithms

Last synced: 24 Apr 2025

https://github.com/jg-you/dyvider

Dynamic programming algorithms for exact linear clustering in networks.

clustering graph-algorithms machine-learning network-embedding

Last synced: 14 Jan 2026

https://github.com/brianyu28/authorship

An authorship attribution system based on a machine learning model using syntactic linguistic information as a feature set.

authorship-attribution computational-linguistics machine-learning

Last synced: 09 Apr 2025

https://github.com/biswadeep-roy/safety-detection-yolov8

It's a cutting-edge object detection model, to enhance safety measures by identifying and classifying objects related to personal protective equipment

machine-learning python safety safety-monitoring ultralytics yolo yolov8

Last synced: 05 Jul 2025

https://github.com/kashif-e/arcoremlkit-object-detection

Arcore ml kit integration without sceneform to detected multiple objects in a signle frame and place 3d labels on them

android arcore arcore-android kotlin kotlin-android machine-learning mlkit mlkit-android mlkit-face-detection opengl opengl-es

Last synced: 14 Apr 2025

https://github.com/steverab/tensor-gmm

Implementation of learning a Gaussian mixture model using tensor decomposition.

gaussian-mixture-models machine-learning method-of-moments power-method tensor-decomposition tensors

Last synced: 14 Apr 2025

https://github.com/narenaryan/promptml

Prompt markup language (A.K.A PromptML) library is specially built for AI systems - from Vidura AI

ai generative-ai machine-learning prompt-engineering

Last synced: 08 Apr 2026

https://github.com/eigenfoo/modo-de-ambar

A text-based adventure game that uses a neural network to generate audio

machine-learning text-adventure

Last synced: 11 Mar 2025

https://github.com/paulescu/text-embedding-evaluation

Join 15k builders to the Real-World ML Newsletter ⬇️⬇️⬇️

embeddings llms llms-benchmarking machine-learning

Last synced: 14 Apr 2025

https://github.com/eshikashah/basic-machine-learning-models

Hands on code in python for basic machine learning models.

classification clustering data-processing machine-learning regression

Last synced: 07 May 2025

https://github.com/lintangwisesa/python_fundamental_datascience

Python 🐍 for Jr Data Scientist 📈📊📉

data-science machine-learning python

Last synced: 12 Sep 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/plstcharles/thelper

Training framework & tools for PyTorch-based machine learning projects.

data-augmentation data-loader deep-learning machine-learning models pytorch training

Last synced: 18 Mar 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/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

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/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/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/triagemd/tensorflow-builds

Tensorflow binaries and Docker images compiled with GPU support and CPU optimizations.

bazel cuda cudnn docker gpu machine-learning nvidia python tensorflow tensorflow-serving

Last synced: 09 Jul 2025

https://github.com/lazauk/deeplearningai-chatgpt-buildingsystems

Practical Jupyter notebooks from Andrew Ng and Isa Fulford's "Building Systems with the ChatGPT API" course on DeepLearning.AI.

andrew-ng-course chatgpt isa-fulford-course machine-learning openai

Last synced: 03 May 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/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/rayyan9477/solace-ai

"Solace AI: Your Empathetic Digital Confidant": Solace AI is an empathetic mental health companion that understands your emotions and personality to provide personalized support through natural conversations. It creates a judgment-free space where you can express yourself freely and receive compassionate guidance tailored just for you.

agent-orchestration ai-agent cognitive-behavioral-therapy conversational-ai emotion-intelligence faiss faiss-vector-database generative-ai machine-learning mental-health multi-agent-systems nlp nlp-machine-learning personality-test python sentiment-analysis transformer vector-database voice-ai voice-assistant

Last synced: 10 Mar 2026

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/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/federicobruzzone/master-courses

In this repository there are the notes of the Master's Degree in Computer Science @ UniMi

computer-science distributed-systems machine-learning programming-languages

Last synced: 15 Jun 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/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/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/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/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/howl-anderson/paddletokenizer

使用 PaddlePaddle 实现基于深度神经网络的中文分词引擎 | A DNN Chinese Tokenizer by Using PaddlePaddle

chinese chinese-tokenizer machine-learning nature-language-process neural-network nlp paddle paddlepaddle tokenizer tokenizer-framework

Last synced: 11 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/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/neel-dandiwala/lithium-batteries-rul-ann

An artificial neural network (ANN) based method is developed for achieving more accurate remaining useful life prediction of Lithium Ion batteries subject to condition monitoring. The ANN model takes the capacity attribute as a target against multiple measurement values as the inputs, and the life expectancy as the output.

lithium-ion-batteries machine-learning remaining-useful-life-prediction

Last synced: 21 Jun 2025

https://github.com/dbolya/parc

A benchmark suite for Scalable Diverse Model Selection for Accessible Transfer Learning from our NeurIPS 2021 paper.

deep-learning machine-learning model-selection transfer-learning

Last synced: 11 Jul 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/ika-rwth-aachen/pclsegmentation

Tensorflow 2.9 Pipeline for Semantic Point Cloud Segmentation with SqueezeSeqV2, Darknet21 and Darknet53.

autonomous-vehicles computer-vision lidar lidar-point-cloud machine-learning point-cloud segmentation semantic-segmentation squeezesegv2 tensorflow

Last synced: 22 Jun 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/Lemniscate-world/Neural

Neural is a domain-specific language (DSL) designed for defining, training, debugging, and deploying neural networks. With declarative syntax, cross-framework support, and built-in execution tracing (NeuralDbg), it simplifies deep learning development.

automation data-science data-visualization diagrams dsl hyperparameter-optimization lark llms machine-learning neural-architecture-search neural-networks neural-networks-and-deep-learning neural-networks-from-scratch nocode onnx pytorch tensorflow visual-programming-language visualization

Last synced: 13 Oct 2025

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/decargroup/closed_loop_koopman

Companion code for Closed-Loop Koopman Operator Approximation

control dynamical-systems koopman machine-learning system-identification

Last synced: 16 Oct 2025

https://github.com/thegreatherrlebert/ionmob

An open-source prediction framework for peptide ion collision cross section (CCS) values with python.

ccs collisional-cross-section deep-learning ion-mobility ion-mobility-spectrometry machine-learning mass-spectrometry proteomics pypi python-package

Last synced: 08 Oct 2025

https://github.com/jeankossaifi/zencfg

A Zen approach to configuring your Python project

config-management configuration deep-learning machine-learning python type-hints

Last synced: 27 Feb 2026

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/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

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 8,080 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 Paper List 1,716 Table of Contents 1,715 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