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/alibaba/bladedisc

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

compiler deep-learning inference-optimization machine-learning mlir neural-network pytorch tensorflow

Last synced: 08 Oct 2025

https://github.com/getmetal/motorhead

🧠 Motorhead is a memory and information retrieval server for LLMs.

llmops llms machine-learning ml mlops rust

Last synced: 28 Mar 2025

https://github.com/empathy87/The-Elements-of-Statistical-Learning-Python-Notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

data-analysis data-science machine-learning python sklearn statistical-learning tensorflow tutorials

Last synced: 01 May 2025

https://github.com/libxsmm/libxsmm

Library for specialized dense and sparse matrix operations, and deep learning primitives.

amx avx avx2 avx512 bfloat16 blas convolution fortran intel jit machine-learning matrix matrix-multiplication simd sparse sse tensor transpose vector

Last synced: 14 May 2025

https://github.com/fal-ai/dbt-fal

do more with dbt. dbt-fal helps you run Python alongside dbt, so you can send Slack alerts, detect anomalies and build machine learning models.

analytics data-modeling dbt machine-learning machinelearning pandas python

Last synced: 18 Jul 2025

https://github.com/alibaba/BladeDISC

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

compiler deep-learning inference-optimization machine-learning mlir neural-network pytorch tensorflow

Last synced: 19 Mar 2025

https://github.com/chain-ml/council

Council is an open-source platform for the rapid development and robust deployment of customized generative AI applications

agent ai artificial-intelligence chatgpt generative-ai gpt gpt3 gpt4 machine-learning python

Last synced: 20 Jan 2026

https://github.com/mozilla/DeepSpeech-examples

Examples of how to use or integrate DeepSpeech

deepspeech dotnet examples machine-learning nodejs python speech-recognition

Last synced: 07 Apr 2025

https://github.com/fastai/course20

Deep Learning for Coders, 2020, the website

deep-learning jupyter-notebook machine-learning python teaching

Last synced: 24 Dec 2025

https://github.com/yoshoku/rumale

Rumale is a machine learning library in Ruby

artificial-intelligence data-analysis data-science machine-learning ml ruby rubyml

Last synced: 29 Apr 2025

https://github.com/lucasalegre/sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

deep-reinforcement-learning gym gym-env gymnasium machine-learning pettingzoo python reinforcement-learning rl-algorithms sumo traffic-signal-control

Last synced: 14 May 2025

https://github.com/mosecorg/mosec

A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine

cv deep-learning gpu hacktoberfest jax llm llm-serving machine-learning machine-learning-platform mlops model-serving mxnet nerual-network python pytorch rust tensorflow tts

Last synced: 14 May 2025

https://github.com/NovatecConsulting/FaceRecognition-in-ARKit

Detects faces using the Vision-API and runs the extracted face through a CoreML-model to identiy the specific persons.

arkit coreml face-recognition ios machine-learning

Last synced: 16 Jul 2025

https://github.com/dswah/pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

data-science gams interpretable-machine-learning machine-learning python scientific-computing

Last synced: 27 Mar 2025

https://github.com/tiiiger/sgc

official implementation for the paper "Simplifying Graph Convolutional Networks"

graph machine-learning

Last synced: 13 Apr 2025

https://github.com/novatecconsulting/facerecognition-in-arkit

Detects faces using the Vision-API and runs the extracted face through a CoreML-model to identiy the specific persons.

arkit coreml face-recognition ios machine-learning

Last synced: 04 Apr 2025

https://github.com/hazyresearch/meerkat

Creative interactive views of any dataset.

data-science foundation-models machine-learning ml pandas

Last synced: 15 May 2025

https://github.com/StanfordSNR/puffer

Puffer is a free live TV streaming website and a research study at Stanford using machine learning to improve video streaming

live-tv machine-learning video-streaming

Last synced: 15 Mar 2025

https://github.com/thealgorithms/jupyter

The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.

algorithms data-science data-structures deep-learning hacktoberfest machine-learning neural-network

Last synced: 16 May 2025

https://github.com/HazyResearch/meerkat

Creative interactive views of any dataset.

data-science foundation-models machine-learning ml pandas

Last synced: 26 Mar 2025

https://github.com/TheAlgorithms/Jupyter

The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.

algorithms data-science data-structures deep-learning hacktoberfest machine-learning neural-network

Last synced: 04 May 2025

https://github.com/ga642381/ML2021-Spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

deep-learning machine-learning

Last synced: 04 Apr 2025

https://github.com/whylabs/langkit

🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from prompts & responses, ensuring safety & security. 🛡️ Features include text quality, relevance metrics, & sentiment analysis. 📊 A comprehensive tool for LLM observability. 👀

large-language-models machine-learning nlg nlp observability prompt-engineering prompt-injection

Last synced: 29 Mar 2025

https://github.com/sakanaai/text-to-lora

Hypernetworks that adapt LLMs for specific benchmark tasks using only textual task description as the input

fine-tuning hypernetworks llm lora machine-learning

Last synced: 17 Aug 2025

https://github.com/kaiwaehner/kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

deep-learning deeplearning4j dl4j h2o h2oai java kafka kafka-client kafka-streams keras keras-tensorflow ksql machine-learning open-source python tensorflow

Last synced: 14 Mar 2025

https://github.com/redisai/redis-inference-optimization

A Redis module for serving tensors and executing deep learning graphs

machine-learning onnxruntime pytorch redisai serving-tensors tensorflow

Last synced: 06 Oct 2025

https://github.com/nwuzmedoutlook/university

:octocat:120+国内高校课程资源纯手工整理,欢迎补充、修订

book college computer-science course ebook exam knowledge learn machine-learning share study university

Last synced: 24 Mar 2025

https://github.com/keyvank/femtoGPT

Pure Rust implementation of a minimal Generative Pretrained Transformer

from-scratch gpt gpu llm machine-learning neural-network opencl rust

Last synced: 04 Apr 2025

https://github.com/Tiiiger/SGC

official implementation for the paper "Simplifying Graph Convolutional Networks"

graph machine-learning

Last synced: 01 May 2025

https://github.com/MinZHANG-WHU/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 30 Mar 2025

https://github.com/retentioneering/retentioneering-tools

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.

behaviour-analysis business-intelligence clickstream customer-journey-map customer-segmentation data-visualization graph-visualizer library machine-learning machinelearning pandas predictive-analytics predictive-modeling product-analytics python segmentation user-trajectories user-trajectories-analysis web-analytics

Last synced: 06 May 2025

https://github.com/RedisAI/redis-inference-optimization

A Redis module for serving tensors and executing deep learning graphs

machine-learning onnxruntime pytorch redisai serving-tensors tensorflow

Last synced: 26 Mar 2025

https://github.com/pytorch/translate

Translate - a PyTorch Language Library

artificial-intelligence machine-learning onnx pytorch

Last synced: 30 Sep 2025

https://github.com/Machine-Learning-Tokyo/papers-with-annotations

Research papers with annotations, illustrations and explanations

computer-vision deep-learning machine-learning

Last synced: 23 Apr 2025

https://github.com/machine-learning-tokyo/papers-with-annotations

Research papers with annotations, illustrations and explanations

computer-vision deep-learning machine-learning

Last synced: 22 Feb 2026

https://github.com/ronibandini/reggaetonbegone

Detects reggaeton genre with Machine Learning and sends packets to disable BT speakers (hopefully)

bluetooth ddos machine-learning music python reggaeton

Last synced: 15 May 2025

https://github.com/src-d/kmcuda

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

afk-mc2 cuda hacktoberfest kmeans knn-search machine-learning python yinyang

Last synced: 08 Apr 2025

https://github.com/prbonn/semantic-kitti-api

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

dataset deep-learning evaluation labels large-scale-dataset machine-learning semantic-scene-completion semantic-segmentation

Last synced: 15 May 2025

https://github.com/curiosity-ai/catalyst

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

ai artificial-intelligence csharp embeddings machine-learning natural-language-processing natural-language-understanding nlp

Last synced: 17 Jan 2026

https://github.com/hktxt/Learn-Statistical-Learning-Method

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。

machine-learning machine-learning-algorithms statistical-learning-method

Last synced: 26 Mar 2025

https://github.com/vpj/python_autocomplete

A simple neural network for python autocompletion

autocomplete lstm machine-learning python

Last synced: 04 Apr 2025

https://github.com/arahim3/mlx-tune

Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, and Vision fine-tuning — natively on MLX. Unsloth-compatible API.

apple-silicon deep-learning huggingface large-language-models llm llm-finetuning llm-training local-llm lora machine-learning macos metal mlx mlx-framework on-device-ai peft transformers unsloth vision-language-model

Last synced: 01 Apr 2026

https://github.com/lmnt-com/diffwave

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

deep-learning diffwave machine-learning neural-network paper pretrained-models pytorch speech speech-synthesis text-to-speech tts vocoder

Last synced: 03 Oct 2025

https://github.com/IBM/differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

data-privacy differential-privacy machine-learning python

Last synced: 27 Mar 2025

https://github.com/GoogleCloudPlatform/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 03 Apr 2025

https://github.com/CRIPAC-DIG/SR-GNN

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

graph-neural-networks machine-learning recommender-systems session-based-recommendation

Last synced: 20 Jul 2025

https://github.com/nvidia-merlin/merlin

NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.

deep-learning end-to-end gpu-acceleration machine-learning recommendation-system recommender-system

Last synced: 13 Apr 2025

https://github.com/googlecloudplatform/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 03 Oct 2025

https://github.com/saharmor/whisper-playground

Build real time speech2text web apps using OpenAI's Whisper https://openai.com/blog/whisper/

machine-learning openai speech-recognition speech-to-text whisper

Last synced: 12 Apr 2025

https://github.com/bentoml/yatai

Model Deployment at Scale on Kubernetes 🦄️

bentoml k8s kubernetes machine-learning mlops model-deployment model-serving

Last synced: 16 May 2025

https://github.com/huggingface/dataset-viewer

Backend that powers the dataset viewer on Hugging Face dataset pages through a public API.

api-rest data datasets huggingface machine-learning nlp

Last synced: 14 Oct 2025

https://github.com/eloialonso/iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

artificial-intelligence atari deep-learning machine-learning reinforcement-learning research transformers world-models

Last synced: 27 Apr 2025

https://github.com/Kiln-AI/Kiln

The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.

ai chain-of-thought collaboration dataset-generation fine-tuning machine-learning macos ml ollama openai prompt prompt-engineering python rlhf synthetic-data windows

Last synced: 06 Oct 2025

https://github.com/Denis2054/Transformers-for-NLP-2nd-Edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

bert chatgpt chatgpt-api dall-e dall-e-api deep-learning gpt-3-5-turbo gpt-4 gpt-4-api huggingface-transformers machine-learning natural-language-processing nlp openai python pytorch roberta-model transformers trax

Last synced: 12 Mar 2025

https://github.com/mbeyeler/opencv-machine-learning

M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.

bayesian-learning classifying-handwritten-digits conda-environment decision-tree jupyter-notebook machine-learning opencv python support-vector-machine

Last synced: 16 May 2025

https://github.com/koaning/human-learn

Natural Intelligence is still a pretty good idea.

benchmark machine-learning scikit-learn

Last synced: 08 Apr 2025

https://github.com/bentoml/Yatai

Model Deployment at Scale on Kubernetes 🦄️

bentoml k8s kubernetes machine-learning mlops model-deployment model-serving

Last synced: 24 Mar 2025

https://github.com/sunzey/alphaclip

[CVPR 2024] Alpha-CLIP: A CLIP Model Focusing on Wherever You Want

deep-learning machine-learning vision-and-language vision-language vision-language-model vision-transformer

Last synced: 12 Apr 2025

https://github.com/SeldonIO/mlserver

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

kfserving lightgbm machine-learning mlflow scikit-learn seldon-core xgboost

Last synced: 08 May 2025

https://github.com/seldonio/mlserver

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

kfserving lightgbm machine-learning mlflow scikit-learn seldon-core xgboost

Last synced: 14 May 2025

https://github.com/denis2054/transformers-for-nlp-2nd-edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

bert chatgpt chatgpt-api dall-e dall-e-api deep-learning gpt-3-5-turbo gpt-4 gpt-4-api huggingface-transformers machine-learning natural-language-processing nlp openai python pytorch roberta-model transformers trax

Last synced: 20 Apr 2025

https://github.com/breta01/handwriting-ocr

OCR software for recognition of handwritten text

handwriting-ocr machine-learning ocr opencv python recognition tensorflow

Last synced: 12 Apr 2025