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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/bobmcdear/attorch

A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.

cuda deep-learning machine-learning openai openai-triton pytorch triton

Last synced: 22 Aug 2025

https://github.com/isadrtdinov/intro-to-dl-hse

Введение в глубинное обучение на ФКН ВШЭ

deep-learning education machine-learning

Last synced: 29 Jun 2025

https://github.com/JuliaTrustworthyAI/ConformalPrediction.jl

Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.

conformal-prediction julia machine-learning predictive-uncertainty

Last synced: 11 May 2025

https://github.com/fracpete/python-weka-wrapper3

Python 3 wrapper for Weka using JPype.

java jpype machine-learning python3 weka

Last synced: 05 Apr 2025

https://github.com/aws/sagemaker-xgboost-container

This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use their own XGBoost scripts in SageMaker.

aws distributed-training gbm inference machine-learning python sagemaker training xgboost

Last synced: 12 Jan 2026

https://github.com/rickiepark/nlp-with-transformers

<트랜스포머를 활용한 자연어 처리> 예제 코드를 위한 저장소입니다.

deep-learning huggingface machine-learning natural-language-processing nlp transformers

Last synced: 13 Apr 2025

https://github.com/evizero/augmentor.jl

A fast image augmentation library in Julia for machine learning.

deep-learning image-augmentation image-processing julia machine-learning

Last synced: 08 May 2025

https://github.com/charliegerard/washOS

Automatic detection of water running to trigger a countdown in the browser

creative-coding javascript machine-learning tensorflow tensorflowjs tfjs

Last synced: 03 Apr 2025

https://github.com/yoshida-lab/XenonPy

XenonPy is a Python Software for Materials Informatics

machine-learning material material-development python-library

Last synced: 04 May 2025

https://github.com/zekunhao1995/DualSDF

DualSDF: Semantic Shape Manipulation using a Two-Level Representation. CVPR'20

computer-vision machine-learning

Last synced: 20 Mar 2025

https://github.com/westxu/support_resistance_line

A well-tuned algorithm to generate & draw support/resistance line on time series. 根据时间序列自动生成支撑线压力线

bitcoin machine-learning quantitative-finance time-series

Last synced: 08 Sep 2025

https://github.com/eto-ai/rikai

Parquet-based ML data format optimized for working with unstructured data

deep-learning machine-learning pytorch spark tensorflow

Last synced: 07 Apr 2025

https://github.com/charliegerard/washos

Automatic detection of water running to trigger a countdown in the browser

creative-coding javascript machine-learning tensorflow tensorflowjs tfjs

Last synced: 18 Oct 2025

https://github.com/xiaowuc2/ChatGPT-Python-Applications

ChatGPT Python Applications integrated with third party libraries and modules

chatgpt chatgpt-api machine-learning python

Last synced: 11 Apr 2025

https://github.com/khanhnamle1994/applied-machine-learning

A step-by-step guide to get started with Applied Machine Learning

machine-learning python r

Last synced: 25 Apr 2025

https://github.com/sherylhyx/pytorch_geometric_signed_directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

deep-learning directed-networks gnn graph-neural-netowrks machine-learning networks python pytorch pytorch-geometric signed-networks

Last synced: 16 May 2025

https://github.com/EmergentOrder/onnx-scala

An ONNX (Open Neural Network eXchange) API and backend for typeful, functional deep learning and classical machine learning in Scala 3

deep-learning deep-neural-networks dotty jvm machine-learning neural-network onnx scala scala3

Last synced: 13 May 2025

https://github.com/napsternxg/twitterner

Twitter named entity extraction for WNUT 2016 http://noisy-text.github.io/2016/ner-shared-task.html

deep-learning machine-learning named-entity-recognition natural-language-processing social-media twitter

Last synced: 17 Mar 2025

https://github.com/hailo-ai/hailort

An open source light-weight and high performance inference framework for Hailo devices

deep-learning edge-ai hardware-acceleration machine-learning neural-networks

Last synced: 05 Apr 2026

https://github.com/allenai/dnw

Discovering Neural Wirings (https://arxiv.org/abs/1906.00586)

computer-vision machine-learning neural-networks

Last synced: 24 Oct 2025

https://github.com/hamelsmu/Seq2Seq_Tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 26 Mar 2025

https://github.com/hamelsmu/seq2seq_tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 16 Mar 2025

https://github.com/algorithmiaio/algorithmia-python

Python Client for Algorithmia Algorithms and Data API

algorithmia algorithms api machine-learning python

Last synced: 04 Apr 2025

https://github.com/emergentorder/onnx-scala

An ONNX (Open Neural Network eXchange) API and backend for typeful, functional deep learning and classical machine learning in Scala 3

deep-learning deep-neural-networks dotty jvm machine-learning neural-network onnx scala scala3

Last synced: 04 Apr 2025

https://github.com/basetenlabs/truss-examples

Examples of models deployable with Truss

ai docker examples machine-learning mlops python

Last synced: 04 Apr 2025

https://github.com/JPCERTCC/DetectLM

Detecting Lateral Movement with Machine Learning

deep-learning elasticsearch kibana machine-learning powershell python security

Last synced: 30 Apr 2025

https://github.com/prabhuomkar/iris

Open Source Photos Platform Powered by PyTorch

golang graphql machine-learning mongodb python pytorch rabbitmq react seaweedfs

Last synced: 04 May 2025

https://github.com/CortexFoundation/CortexTheseus

Cortex - AI on Blockchain, Official Golang implementation

ai blockchain cortex ctxc cvm machine-learning

Last synced: 12 Apr 2025

https://github.com/SherylHYX/pytorch_geometric_signed_directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

deep-learning directed-networks gnn graph-neural-netowrks machine-learning networks python pytorch pytorch-geometric signed-networks

Last synced: 10 May 2025

https://github.com/gregversteeg/bio_corex

A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations

information-theory machine-learning python unsupervised-learning

Last synced: 10 Feb 2026

https://github.com/noahgift/cloud-data-analysis-at-scale

[Course-2020-2023] taught at Duke MIDS. This is also a Coursera Course that covers MLOps, ML Engineering and the foundations of Cloud Computing for Data Science.

analytics cloud data duke github hugging huggingface machine-learning mids syllabus

Last synced: 18 Feb 2026

https://github.com/jacobgil/confidenceinterval

The long missing library for python confidence intervals

data-science machine-learning metrics statistics

Last synced: 14 Oct 2025

https://github.com/baoilleach/deepsmiles

DeepSMILES - A variant of SMILES for use in machine-learning

generative-models machine-learning neural-networks smiles

Last synced: 11 Mar 2026

https://github.com/google/bayesnf

Bayesian Neural Field models for prediction in large-scale spatiotemporal datasets

bayesian-inference data-science machine-learning spatiotemporal-data-analysis statistics

Last synced: 16 Sep 2025

https://github.com/picnicml/doddle-model

:cake: doddle-model: machine learning in Scala.

breeze data-science doddle-model machine-learning scala

Last synced: 11 Jan 2026

https://github.com/arian-askari/ChatGPT-RetrievalQA-CIKM2023

A dataset for training/evaluating Question Answering Retrieval models on ChatGPT responses with the possibility to training/evaluating on real human responses.

ai chatgpt chatgpt-information-retrieval chatgpt-ir data-augmentation dataset deep-learning gpt-3 gpt2 gpt3 information-retrieval information-retrieval-chatgpt ir ir-chatgpt machine-learning nlp openai python sequence-to-sequence text-retrieval

Last synced: 27 Mar 2025

https://github.com/runwayml/learn

👩‍🏫 Learn how to use RunwayML with tutorials, guides, and examples!

docs documentation guidelines machine-learning runway runway-docs

Last synced: 23 Nov 2025

https://github.com/yinlou/mltk

Machine Learning Tool Kit

java machine-learning

Last synced: 12 Jul 2025

https://github.com/tthtlc/awesome-source-analysis

Source code understanding via Machine Learning techniques

automated-programming deep-learning machine-learning source-code-analysis

Last synced: 11 Apr 2026

https://github.com/giannisdaras/ylg

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

attention-mechanism computer-vision cvpr cvpr20 cvpr2020 gans generative-adversarial-networks inverse-problems machine-learning

Last synced: 17 Mar 2025

https://github.com/levyben/DeepSuperLearner

DeepSuperLearner - Python implementation of the deep ensemble algorithm

classification-algorithm ensemble-learning machine-learning

Last synced: 19 Jul 2025

https://github.com/namkoong-lab/dro

A package of distributionally robust optimization (DRO) methods. Implemented via cvxpy and PyTorch

distributionally-robust-optimization machine-learning operations-research trustworthy-ai

Last synced: 14 Jan 2026

https://github.com/metabrainz/acousticbrainz-server

The server components for the AcousticBrainz project

acousticbrainz-server big-data machine-learning music python web

Last synced: 28 Jul 2025

https://github.com/noahgift/pragmaticai

[Book-2019] Pragmatic AI: An Introduction to Cloud-based Machine Learning

ai aws azure azure-cli book chalice gcp ipython jupyter-notebook machine-learning ml nlp plotly python r seaborn serverless step-functions

Last synced: 05 Apr 2025

https://github.com/salu133445/mmt

Official Implementation of "Multitrack Music Transformer" (ICASSP 2023)

machine-learning music music-generation music-information-retrieval python

Last synced: 25 Mar 2025

https://github.com/joshuaeckroth/clj-ml

A machine learning library for Clojure built on top of Weka and friends

clojure data-science machine-learning weka

Last synced: 13 Nov 2025

https://github.com/cair/pytsetlinmachine

Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, clause indexing, and literal budget

bandit-learning classification convolution embedding frequent-pattern-mining interpretable machine-learning propositional-logic regression rule-based tsetlin-machine

Last synced: 09 Apr 2025

https://github.com/omarsar/pytorch_notebooks

A collection of PyTorch notebooks for learning and practicing deep learning

ai deeplearning machine-learning nlp notebook pytorch

Last synced: 17 Mar 2025

https://github.com/ing-bank/probatus

SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.

binary-classifiers data-analysis data-science feature-elimination machine-learning multi-class-classification recursive-feature-elimination regressors shap statistics tree-model

Last synced: 07 Apr 2025

https://github.com/crlandsc/tiny-audio-diffusion

A repository for generating and training short audio samples with unconditional waveform diffusion on accessible consumer hardware (<2GB VRAM GPU)

deep-learning diffusion generative-audio machine-learning

Last synced: 30 Jan 2026

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

A library for running membership inference attacks against ML models

adversarial-machine-learning machine-learning privacy

Last synced: 20 Apr 2025

https://github.com/scisharp/gym.net

openai/gym's popular toolkit for developing and comparing reinforcement learning algorithms port to C#.

gym machine-learning openai reinforcement-learning scisharp

Last synced: 12 Jun 2025

https://github.com/olivia-ai/the-math-behind-a-neural-network

Mathematics paper recapitulating the calculus behind a neural network and its back propagation

artificial-neural-network backpropagation deep-learning forward-propagation guide machine-learning math neural-network

Last synced: 16 Jan 2026

https://github.com/dipanjans/nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

deep-learning gensim jupyter-notebook machine-learning natural-language-processing nltk python pytorch scikit-learn spacy tensorflow transfer-learning transformers

Last synced: 18 Sep 2025

https://github.com/differential-machine-learning/notebooks

Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.

aad automatic-differentiation backpropagation computational-finance deep-learning derivatives machine-learning notebooks pricing quantitative-finance regression-models risk-magazine risk-management tensorflow

Last synced: 29 Sep 2025

https://github.com/wtct-hungary/UnityVision-iOS

This native plugin enables Unity to take advantage of specific features of Core-ML and Vision Framework on the iOS platform.

c-sharp computer-vision core-ml coreml ios machine-learning unity unity3d

Last synced: 08 May 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 10,983 Uncategorized 7,976 Books 4,036 fl in top-tier journal 3,220 Scalability 3,005 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 1,658 fl in top ml conference and journal 1,564 Blog Posts 1,538 Paper List 1,493 Year 2022 1,438 Publications-and-Preprints 1,179 Articles & Blogs 1,156 Attack 1,063 Computational Information Geometry 1,052 Research Papers 1,028 Videos 926