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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/unrealcv/unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

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

Last synced: 13 Feb 2025

https://github.com/jiqizhixin/artificial-intelligence-terminology-database

A comprehensive mapping database of English to Chinese technical vocabulary in the artificial intelligence domain

ai artificial-intelligence machine-learning terminology

Last synced: 05 Jan 2025

https://github.com/archinetai/audio-ai-timeline

A timeline of the latest AI models for audio generation, starting in 2023!

artificial-intelligence audio-generation machine-learning

Last synced: 30 Jan 2025

https://github.com/dagworks-inc/hamilton

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

dag data-analysis data-engineering data-science dataframe etl etl-framework etl-pipeline feature-engineering hacktoberfest lineage llmops machine-learning mlops orchestration pandas python rag software-engineering

Last synced: 18 Feb 2025

https://github.com/szilard/benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

data-science deep-learning gradient-boosting-machine h2o machine-learning python r random-forest spark xgboost

Last synced: 15 Feb 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: 18 Feb 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: 11 Nov 2024

https://github.com/mrnothing/ai-blocks

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

ai-blocs artificial-intelligence deep-learning machine-learning modular neural-networks python tensorflow wysiwyg

Last synced: 15 Feb 2025

https://github.com/MrNothing/AI-Blocks

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

ai-blocs artificial-intelligence deep-learning machine-learning modular neural-networks python tensorflow wysiwyg

Last synced: 26 Oct 2024

https://github.com/supabase/supabase-py

Python Client for Supabase. Query Postgres from Flask, Django, FastAPI. Python user authentication, security policies, edge functions, file storage, and realtime data streaming. Good first issue.

auth authentication authorization community data-science databases django fastapi flask good-first-issue machine-learning postgres postgresql python supabase

Last synced: 18 Feb 2025

https://github.com/aburkov/themlbook

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

book machine-learning machine-learning-algorithms python

Last synced: 13 Feb 2025

https://github.com/minimaxir/automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

automl keras machine-learning python tensorflow xgboost

Last synced: 15 Feb 2025

https://github.com/vitoplantamura/OnnxStream

Lightweight inference library for ONNX files, written in C++. It can run Stable Diffusion XL 1.0 on a RPI Zero 2 (or in 298MB of RAM) but also Mistral 7B on desktops and servers. ARM, x86, WASM, RISC-V supported. Accelerated by XNNPACK.

llama machine-learning mistral onnx raspberry-pi stable-diffusion tinyml wasm webassembly yolov8

Last synced: 08 Nov 2024

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: 27 Oct 2024

https://github.com/byzer-org/byzer-lang

Byzer (former MLSQL): A low-code open-source programming language for data pipeline, analytics and AI.

bigdata machine-learning mlsql sql-like-dsl

Last synced: 14 Feb 2025

https://github.com/diffgram/diffgram

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

annotation annotation-tool annotations data data-analytics data-annotation data-science datasets datastore deep-learning image-annotation kubernetes labeling machine-learning training-data video-annotation

Last synced: 25 Oct 2024

https://github.com/DAGWorks-Inc/hamilton

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

dag data-analysis data-engineering data-science dataframe etl etl-framework etl-pipeline feature-engineering hacktoberfest lineage llmops machine-learning mlops orchestration pandas python rag software-engineering

Last synced: 29 Oct 2024

https://github.com/uber/petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

deep-learning machine-learning parquet parquet-files pyarrow pyspark pytorch sysml tensorflow

Last synced: 13 Feb 2025

https://github.com/michaelgutmann/ml-pen-and-paper-exercises

Pen and paper exercises in machine learning

exercises-solutions machine-learning mathematics

Last synced: 30 Oct 2024

https://github.com/featureform/featureform

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

data-quality data-science embeddings embeddings-similarity feature-engineering feature-store hacktoberfest machine-learning ml mlops python vector-database

Last synced: 19 Feb 2025

https://github.com/imgcook/imgcook

Generate pages from any sketch or images.

design-to-code frontend machine-learning

Last synced: 30 Jan 2025

https://github.com/aburkov/theMLbook

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

book machine-learning machine-learning-algorithms python

Last synced: 07 Nov 2024

https://github.com/datawhalechina/statistical-learning-method-solutions-manual

统计学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual

machine-learning statistical-learning-method

Last synced: 13 Feb 2025

https://github.com/brannondorsey/passgan

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

deep-learning gan machine-learning password password-cracking password-strength

Last synced: 15 Feb 2025

https://github.com/xmartlabs/bender

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

apple convolutional-neural-networks deep-learning deep-neural-networks ios iphone machine-learning metal neural-networks residual-networks swift

Last synced: 15 Feb 2025

https://github.com/tradytics/surpriver

Find big moving stocks before they move using machine learning and anomaly detection

ai algotrading anomaly-detection finance-application investment machine-learning stock stock-analysis trading trading-algorithms

Last synced: 16 Feb 2025

https://github.com/probcomp/gen.jl

A general-purpose probabilistic programming system with programmable inference

bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics

Last synced: 13 Feb 2025

https://probcomp.github.io/Gen

A general-purpose probabilistic programming system with programmable inference

bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics

Last synced: 26 Nov 2024

https://github.com/xmartlabs/Bender

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

apple convolutional-neural-networks deep-learning deep-neural-networks ios iphone machine-learning metal neural-networks residual-networks swift

Last synced: 06 Dec 2024

https://xmartlabs.github.io/Bender/

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

apple convolutional-neural-networks deep-learning deep-neural-networks ios iphone machine-learning metal neural-networks residual-networks swift

Last synced: 14 Nov 2024

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: 13 Feb 2025

https://github.com/OryxProject/oryx

Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning

apache-kafka apache-spark cloudera java kafka lambda-architecture machine-learning oryx

Last synced: 30 Oct 2024

https://github.com/oryxproject/oryx

Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning

apache-kafka apache-spark cloudera java kafka lambda-architecture machine-learning oryx

Last synced: 22 Jan 2025

https://github.com/scverse/scanpy

Single-cell analysis in Python. Scales to >1M cells.

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

Last synced: 18 Feb 2025

https://github.com/autoviml/autoviz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

auto-sklearn automated-machine-learning automl automl-algorithms machine-learning python python3 scikit-learn tableau tpot visualization xgboost

Last synced: 18 Feb 2025

https://github.com/brannondorsey/PassGAN

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

deep-learning gan machine-learning password password-cracking password-strength

Last synced: 05 Nov 2024

https://github.com/fl33tw00d/whisper-turbo

Cross-Platform, GPU Accelerated Whisper 🏎️

audio machine-learning rust speech-recognition webgpu whisper windows

Last synced: 14 Feb 2025

https://github.com/probcomp/Gen.jl

A general-purpose probabilistic programming system with programmable inference

bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics

Last synced: 27 Oct 2024

https://github.com/lexfridman/deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

convnetjs deep-learning deep-reinforcement-learning deep-rl machine-learning mit self-driving-cars tensorflow

Last synced: 15 Feb 2025

https://github.com/chemprop/chemprop

Message Passing Neural Networks for Molecule Property Prediction

chemistry drug-discovery machine-learning neural-networks

Last synced: 18 Feb 2025

https://github.com/cloud-cv/evalai

:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI

ai ai-challenges angular7 angularjs artificial-intelligence challenge django docker evalai evaluation leaderboard machine-learning python reproducibility reproducible-research

Last synced: 20 Feb 2025

https://github.com/Cloud-CV/EvalAI

:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI

ai ai-challenges angular7 angularjs artificial-intelligence challenge django docker evalai evaluation leaderboard machine-learning python reproducibility reproducible-research

Last synced: 30 Oct 2024

https://github.com/tomlepaine/fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

deep-learning machine-learning tensorflow wavenet

Last synced: 27 Nov 2024

https://github.com/facebookresearch/tensorcomprehensions

A domain specific language to express machine learning workloads.

domain-specific-language machine-learning

Last synced: 17 Jan 2025

https://github.com/facebookresearch/TensorComprehensions

A domain specific language to express machine learning workloads.

domain-specific-language machine-learning

Last synced: 26 Oct 2024

https://facebookresearch.github.io/TensorComprehensions/

A domain specific language to express machine learning workloads.

domain-specific-language machine-learning

Last synced: 02 Nov 2024

https://github.com/ray-project/llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

anyscale fine-tuning llama2 llms machine-learning openai ray serving

Last synced: 13 Feb 2025

https://github.com/google/nerfies

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

3d machine-learning nerf neural-network neural-rendering

Last synced: 15 Feb 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: 05 Nov 2024

https://github.com/neonwatty/machine-learning-refined

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

artificial-intelligence deep-learning jupyter-notebook jupyter-notebooks machine-learning python

Last synced: 19 Feb 2025

https://github.com/pykeen/pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

cuda deep-learning knowledge-base-completion knowledge-graph-embeddings knowledge-graphs link-prediction machine-learning pykeen python torch

Last synced: 18 Feb 2025

https://github.com/gram-ai/capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsule-networks machine-learning mnist pytorch

Last synced: 16 Feb 2025

https://github.com/bghira/SimpleTuner

A general fine-tuning kit geared toward diffusion models.

diffusers diffusion-models fine-tuning flux-dev machine-learning stable-diffusion

Last synced: 03 Dec 2024

https://github.com/bghira/simpletuner

A general fine-tuning kit geared toward diffusion models.

diffusers diffusion-models fine-tuning flux-dev machine-learning stable-diffusion

Last synced: 18 Feb 2025

https://github.com/lightning-universe/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 19 Jan 2025

https://github.com/PyTorchLightning/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 08 Nov 2024

https://github.com/Lightning-Universe/lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

classification deep-learning fiftyone icevision machine-learning object-detection open3d pytorch pytorch-lightning pytorch-video tabular-data tasks-flash torch-geometric

Last synced: 10 Nov 2024

Machine learning Awesome Lists
awesome-scalability 918 awesome-deep-learning-papers 238 awesome-datascience 829 awesome-deep-learning 597 awesome-production-machine-learning 588 awesome-nlp 203 awesome-kubernetes 48 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-aws 687 Awesome-Diffusion-Models 2,974 awesome-artificial-intelligence 168 awesome-project-ideas 57 awesome-ml-for-cybersecurity 164 Awesome-CoreML-Models 58 awesome-machine-learning-on-source-code 264 awesome-self-supervised-learning 453 useful-java-links 807 awesome-multimodal-ml 480 awesome-learning-resources 499 Awesome-Embedded 290 awesome-quant 136 Awesome-Prompt-Engineering 147 awesome-mlops 297 Awesome-Geospatial 1,262 awesome-machine-learning-interpretability 1,385 awesome-robotic-tooling 939 awesome-robotic-tooling 939 awesome-conformal-prediction 959 awesome-ai-residency 89 awesome-TS-anomaly-detection 55 awesome-deep-learning-music 248 awesome-quantum-machine-learning 267 awesome-anomaly-detection 138 awesome-ml-courses 40 Computer-Science-Resources 51 Awesome-Quant-Machine-Learning-Trading 123 awesome-tensor-compilers 165 awesome-decision-tree-papers 423 awesome-robotics-libraries 205 awesome-python-data-science 379 awesome_time_series_in_python 69 awesome-chatgpt 167 awesome-argo 394 machine-learning-with-ruby 216 awesome-streamlit 101 Awesome-Rust-MachineLearning 48 Awesome-Federated-Learning 558 Awesome-Interview 204 awesome-ml4co 423
Machine learning Categories
Papers 6,704 Uncategorized 5,610 Books 3,104 Scalability 2,814 Vision 2,028 **Literature and Codes** 1,783 A01_文本生成_文本对话 1,709 fl in top-tier journal 1,636 Repos 1,177 Table of Contents 1,152 Blog Posts 1,144 Articles & Blogs 1,121 Year 2022 1,036 Articles 921 fl in top ml conference and journal 847 Videos 842 Computational Information Geometry 824 Publications-and-Preprints 740 Intelligence 727 Research Papers 711