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/dipanjanS/practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis

Last synced: 25 Mar 2025

https://github.com/uptrain-ai/uptrain

UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.

autoevaluation evaluation experimentation hallucination-detection jailbreak-detection llm-eval llm-prompting llm-test llmops machine-learning monitoring openai-evals prompt-engineering root-cause-analysis

Last synced: 14 May 2025

https://github.com/lightning-ai/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 14 May 2025

https://github.com/salesforce/transmogrifai

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

ai automated-machine-learning automl dsl einstein estimators feature-engineering features machine-learning ml pipelines salesforce scala spark sparkml structured-data transformations transformers transmogrification transmogrify

Last synced: 14 May 2025

https://github.com/salesforce/TransmogrifAI

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

ai automated-machine-learning automl dsl einstein estimators feature-engineering features machine-learning ml pipelines salesforce scala spark sparkml structured-data transformations transformers transmogrification transmogrify

Last synced: 26 Mar 2025

https://github.com/trekhleb/nano-neuron

🤖 NanoNeuron is 7 simple JavaScript functions that will give you a feeling of how machines can actually "learn"

artificial-intelligence javascript machine-learning machine-learning-algorithms machinelearning

Last synced: 15 May 2025

https://github.com/ermig1979/simd

C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, NEON for ARM.

amx arm avx avx512 c-plus-plus haar-cascade image-processing lbp machine-learning neon neural-network simd simd-library sse

Last synced: 03 Feb 2026

https://github.com/google-deepmind/optax

Optax is a gradient processing and optimization library for JAX.

machine-learning optimization

Last synced: 01 Apr 2026

https://github.com/ML4Comm-Netw/Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

channel-estimation communication-systems deep-learning machine-learning mimo mimo-systems power-control wireless-communication

Last synced: 31 May 2026

https://github.com/accenture/ampligraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

graph-embeddings graph-representation-learning knowledge-graph knowledge-graph-embeddings machine-learning relational-learning representation-learning

Last synced: 13 May 2025

https://github.com/google-research-datasets/Objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

3d 3d-reconstruction 3d-vision ai augmented-reality computer-vision dataset deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 20 Mar 2025

https://github.com/Accenture/AmpliGraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

graph-embeddings graph-representation-learning knowledge-graph knowledge-graph-embeddings machine-learning relational-learning representation-learning

Last synced: 03 Apr 2025

https://github.com/huggingface/evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

evaluation machine-learning

Last synced: 14 May 2025

https://github.com/rednaga/apkid

Android Application Identifier for Packers, Protectors, Obfuscators and Oddities - PEiD for Android

android android-protect-apps android-protection antivirus appshielding machine-learning malware-analysis malware-detection malware-research obfuscation packers rasp yara yara-forensics

Last synced: 09 Apr 2026

https://github.com/derwenai/pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

graph-algorithms machine-learning natural-language natural-language-processing nlp python spacy spacy-extension summarization textgraphs textrank

Last synced: 14 May 2025

https://github.com/googlecloudplatform/asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

google-cloud-platform machine-learning tensorflow

Last synced: 17 Jan 2026

https://github.com/DerwenAI/pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

graph-algorithms machine-learning natural-language natural-language-processing nlp python spacy spacy-extension summarization textgraphs textrank

Last synced: 26 Mar 2025

https://github.com/komputeproject/kompute

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

cpp deep-learning deep-learning-gpu gpgpu gpu-computing machine-learning machine-learning-gpu python vulkan vulkan-compute vulkan-compute-example vulkan-compute-framework vulkan-compute-tutorial vulkan-demos vulkan-example vulkan-tutorial

Last synced: 13 May 2025

https://github.com/learning-at-home/hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

asynchronous-programming asyncio deep-learning dht distributed-systems distributed-training hivemind machine-learning mixture-of-experts neural-networks pytorch volunteer-computing

Last synced: 13 May 2025

https://github.com/enpeizhao/CVprojects

computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)

computer-vision cpp cuda deep-learning embedded-systems machine-learning python tensorrt

Last synced: 20 Mar 2025

https://github.com/aws/sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

aws huggingface machine-learning mxnet python pytorch sagemaker tensorflow

Last synced: 05 May 2026

https://github.com/labmlai/labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

analytics deep-learning experiment fastai keras keras-tensorflow machine-learning mobile pytorch pytorch-lightning tensorboard tensorflow tensorflow2 visualization

Last synced: 13 May 2025

https://github.com/tensorflow/tfx

TFX is an end-to-end platform for deploying production ML pipelines

apache-beam machine-learning tensorflow

Last synced: 15 May 2025

https://github.com/azavea/raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation

Last synced: 13 May 2025

https://tensorflow.github.io/tfx/

TFX is an end-to-end platform for deploying production ML pipelines

apache-beam machine-learning tensorflow

Last synced: 23 Mar 2025

https://github.com/Lightning-AI/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 26 Mar 2025

https://github.com/metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

automl data-engineering data-science deep-learning feature-engineering feature-extraction kubernetes machine-learning neural-networks personalization ranking scala search

Last synced: 14 May 2025

https://github.com/cerlymarco/medium_notebook

Repository containing notebooks of my posts on Medium

artificial-intelligence data-science deep-learning machine-learning notebooks

Last synced: 15 May 2025

https://github.com/cerlymarco/MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

artificial-intelligence data-science deep-learning machine-learning notebooks

Last synced: 05 May 2025

https://github.com/deepklarity/jupyter-text2code

A proof-of-concept jupyter extension which converts english queries into relevant python code

jupyter-notebook machine-learning python

Last synced: 15 May 2025

https://github.com/bangoc123/learn-machine-learning-in-two-months

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

javascript jupyter-notebook machine-learning machine-learning-tutorials numpy python python-tutorials python3 tensorflow tensorflow-experiments tensorflow-tutorials

Last synced: 15 May 2025

https://github.com/rsxdalv/tts-generation-webui

TTS Generation Web UI (Bark, MusicGen + AudioGen, Tortoise, RVC, Vocos, Demucs, SeamlessM4T, MAGNet, StyleTTS2, MMS, Stable Audio, Mars5, F5-TTS, ParlerTTS)

ai audio-generation audiogen bark deep-learning generator gradio machine-learning magnet music musicgen rvc seamlessm4t styletts2 text-to-speech torch tortoise-tts tts vocos web

Last synced: 04 Apr 2025

https://github.com/scverse/scanpy

Single-cell analysis in Python. Scales to >100M cells.

anndata bioinformatics data-science machine-learning python scanpy scverse transcriptomics visualize-data

Last synced: 11 May 2025

https://github.com/fugue-project/fugue

A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.

dask data-practitioners distributed distributed-computing distributed-systems machine-learning pandas spark sql

Last synced: 12 May 2025

https://github.com/ajbrock/Neural-Photo-Editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 15 Mar 2025

https://github.com/ajbrock/neural-photo-editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 08 Apr 2025

https://github.com/bgshih/crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

computer-vision machine-learning ocr sequence-recognition torch7

Last synced: 15 May 2025

https://github.com/orico/www.mlcompendium.com

The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.

algorithms data-science deep-learning full-stack gitbook machine-learning marketing mlcompendium probability product-management statistics ux-design ux-experience ux-research

Last synced: 28 Jan 2026

https://github.com/rednaga/APKiD

Android Application Identifier for Packers, Protectors, Obfuscators and Oddities - PEiD for Android

android android-protect-apps android-protection antivirus appshielding machine-learning malware-analysis malware-detection malware-research packers rasp yara yara-forensics

Last synced: 12 Jul 2025

https://github.com/ermig1979/Simd

C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, NEON for ARM.

amx arm avx avx512 c-plus-plus haar-cascade image-processing lbp machine-learning neon neural-network simd simd-library sse

Last synced: 15 Mar 2025

https://github.com/githubharald/simplehtr

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow

Last synced: 15 May 2025

https://github.com/unrealcv/unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

computer-vision embodied-ai machine-learning simulation synthetic-data ue4 virtual-worlds

Last synced: 25 Sep 2025

https://github.com/githubharald/SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow

Last synced: 28 Mar 2025

https://github.com/shashankvemuri/Finance

150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data

algorithmic-trading data-science finance machine-learning pandas python quantitative-finance stock stock-market stocks technical-indicators trading-strategies

Last synced: 01 Apr 2025

https://github.com/mapbox/robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

aerial-imagery machine-learning openstreetmap satellite-imagery segmentation

Last synced: 15 May 2025

https://github.com/sharpai/deepcamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

ai camera computer-vision deep-learning edge face-detection face-recognition home-assistant machine-learning nvidia-jetson-nano object-detection python raspberry-pi tensorflow tf-lite video-surveillance

Last synced: 18 Feb 2026

https://github.com/ahmedfgad/geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python

Last synced: 14 May 2025

https://github.com/KomputeProject/kompute

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

cpp deep-learning deep-learning-gpu gpgpu gpu-computing machine-learning machine-learning-gpu python vulkan vulkan-compute vulkan-compute-example vulkan-compute-framework vulkan-compute-tutorial vulkan-demos vulkan-example vulkan-tutorial

Last synced: 31 Mar 2025

https://github.com/ahmedfgad/GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python

Last synced: 26 Apr 2025

https://github.com/iver56/audiomentations

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

audio audio-data-augmentation audio-effects augmentation data-augmentation deep-learning dsp machine-learning music python sound sound-processing

Last synced: 13 May 2025

https://github.com/SharpAI/DeepCamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

ai camera computer-vision deep-learning edge face-detection face-recognition home-assistant machine-learning nvidia-jetson-nano object-detection python raspberry-pi tensorflow tf-lite video-surveillance

Last synced: 20 Mar 2025

https://github.com/niutrans/abigsurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

deep-learning machine-learning natural-language-processing neural-networks paper-list surveys

Last synced: 02 Nov 2025

https://github.com/mJackie/RecSys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

ctr ctr-prediction machine-learning recommendation-system recommender-system

Last synced: 26 Mar 2025

https://github.com/google/generative-ai-docs

Documentation for Google's Gen AI site - including the Gemini API and Gemma

ai chatbot documentation embeddings gemini gemini-api gemma llm machine-learning

Last synced: 14 May 2025

https://github.com/ict-bda/easyml

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

big-data-analytics learning-platform machine-learning machine-learning-platform machine-learning-studio

Last synced: 15 May 2025

https://github.com/ICT-BDA/EasyML

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

big-data-analytics learning-platform machine-learning machine-learning-platform machine-learning-studio

Last synced: 27 Mar 2025

https://github.com/r9y9/deepvoice3_pytorch

PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models

end-to-end machine-learning multi-speaker python pytorch speech-processing speech-synthesis tts

Last synced: 14 May 2025