Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/deepmind/jraph

A Graph Neural Network Library in Jax

deep-learning graph-neural-networks jax machine-learning

Last synced: 27 Aug 2024

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

A Graph Neural Network Library in Jax

deep-learning graph-neural-networks jax machine-learning

Last synced: 01 Aug 2024

https://github.com/interpretml/DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

counterfactual-explanations deep-learning explainable-ai explainable-ml interpretable-machine-learning machine-learning xai

Last synced: 31 Jul 2024

https://github.com/mlrun/mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

data-engineering data-science experiment-tracking kubernetes machine-learning mlops mlops-workflow model-serving python workflow

Last synced: 01 Aug 2024

https://github.com/dynamicslab/pysindy

A package for the sparse identification of nonlinear dynamical systems from data

dynamical-systems machine-learning model-discovery nonlinear-dynamics sparse-regression system-identification

Last synced: 30 Jul 2024

https://github.com/intel/intel-extension-for-pytorch

A Python package for extending the official PyTorch that can easily obtain performance on Intel platform

deep-learning intel machine-learning neural-network pytorch quantization

Last synced: 01 Aug 2024

https://github.com/dmotz/thing-translator

📷 🗣 Point your camera at things to hear how to say them in a different language

ai-experiments camera frontend javascript language machine-learning ml translator

Last synced: 02 Aug 2024

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

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

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

Last synced: 01 Aug 2024

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

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

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

Last synced: 31 Jul 2024

https://github.com/fukuball/jieba-php

"結巴"中文分詞：做最好的 PHP 中文分詞、中文斷詞組件。 / "Jieba" (Chinese for "to stutter") Chinese text segmentation: built to be the best PHP Chinese word segmentation module.

chinese-text-segmentation machine-learning natural-language-processing nlp

Last synced: 01 Aug 2024

https://github.com/kingfengji/gcForest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

deep-forest ensemble-learning machine-learning random-forest

Last synced: 03 Aug 2024

https://github.com/Yimeng-Zhang/feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

data-mining feature-engineering feature-extraction feature-selection machine-learning python

Last synced: 02 Aug 2024

https://github.com/GoogleCloudPlatform/data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

cloud-computing data-analysis data-engineering data-pipeline data-processing data-science data-visualization machine-learning

Last synced: 07 Aug 2024

https://github.com/leehomyc/Faster-High-Res-Neural-Inpainting

High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

deep-learning deep-learning-papers machine-learning

Last synced: 31 Jul 2024

https://github.com/gradslam/gradslam

gradslam is an open source differentiable dense SLAM library for PyTorch

3d-reconstruction deep-learning machine-learning robotics slam

Last synced: 03 Aug 2024

https://github.com/nok/sklearn-porter

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

data-science machine-learning scikit-learn sklearn

Last synced: 31 Jul 2024

https://github.com/jfkirk/tensorrec

A TensorFlow recommendation algorithm and framework in Python.

framework machine-learning python recommendation-algorithm recommendation-system recommender-system tensorflow

Last synced: 03 Aug 2024

https://github.com/reiinakano/xcessiv

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

automated-machine-learning data-science ensemble-learning hyperparameter-optimization machine-learning scikit-learn stacked-ensembles

Last synced: 03 Aug 2024

https://github.com/tensorflow/gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

deep-learning gnn machine-learning tensorflow

Last synced: 01 Aug 2024

https://github.com/PolyAI-LDN/conversational-datasets

Large datasets for conversational AI

conversational-ai datasets machine-learning

Last synced: 02 Aug 2024

https://github.com/JonasGeiping/cramming

Cramming the training of a (BERT-type) language model into limited compute.

english-language language-model machine-learning

Last synced: 02 Aug 2024

https://github.com/kyegomez/BitNet

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

artificial-intelligence deep-neural-networks deeplearning gpt4 machine-learning multimodal multimodal-deep-learning

Last synced: 01 Aug 2024

https://github.com/LuChengTHU/dpm-solver

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

diffusion-models machine-learning score-based-generative-models stable-diffusion

Last synced: 01 Aug 2024

https://github.com/mit-han-lab/torchquantum

A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.

deep-learning machine-learning ml-for-systems neural-network parameterized-quantum-circuit pytorch pytorch-quantum quantum quantum-computing quantum-machine-learning quantum-neural-network quantum-simulation system

Last synced: 03 Aug 2024

https://github.com/lorey/mlscraper

🤖 Scrape data from HTML websites automatically by just providing examples

crawler crawler-python crawling extraction-engine html machine-learning scraper scraping

Last synced: 01 Aug 2024

https://github.com/TradeMaster-NTU/TradeMaster

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:

finance fintech investment-strategies jupyter-notebook machine-learning python pytorch quantitative-trading reinforcement-learning stock-market trading-platform

Last synced: 01 Aug 2024

https://github.com/AtheMathmo/rusty-machine

Machine Learning library for Rust

machine-learning rust

Last synced: 31 Jul 2024

https://github.com/liuyubobobo/Play-with-Machine-Learning-Algorithms

Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

imooc jupyter-notebooks machine-learning machine-learning-algorithms mooc

Last synced: 02 Aug 2024

https://github.com/logpai/loglizer

A machine learning toolkit for log-based anomaly detection [ISSRE'16]

aiops anomaly-detection failure-diagnosis log-analysis machine-learning

Last synced: 31 Jul 2024

https://github.com/fangwei123456/spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

deep-learning dvs machine-learning pytorch snn spiking-neural-networks

Last synced: 02 Aug 2024

https://github.com/awslabs/dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

dgl graph-learning knowledge-graph knowledge-graphs-embeddings machine-learning

Last synced: 30 Jul 2024

https://github.com/yinboc/liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

implicit-neural-representation machine-learning pytorch super-resolution

Last synced: 03 Aug 2024

https://github.com/microsoft/responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

data-analysis data-science data-visualization error-analysis explainability explainable-ai explainable-ml fairness fairness-ai fairness-ml interpretability jupyter machine-learning machinelearning ml responsible-ai ui visualization widget widgets

Last synced: 01 Aug 2024

https://github.com/neuml/paperai

📄 🤖 Semantic search and workflows for medical/scientific papers

document-search machine-learning medical nlp python scientific-papers search txtai

Last synced: 01 Aug 2024

https://github.com/spotify/voyager

🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.

hnsw hnswlib java machine-learning nearest-neighbor-search python

Last synced: 31 Jul 2024

https://github.com/cdpierse/transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

captum computer-vision deep-learning explainable-ai interpretability machine-learning model-explainability natural-language-processing neural-network nlp transformers transformers-model

Last synced: 31 Jul 2024

https://github.com/IntelLabs/control-flag

A system to flag anomalous source code expressions by learning typical expressions from training data

algorithms machine-learning machine-programming

Last synced: 03 Aug 2024

https://github.com/alan-turing-institute/CleverCSV

CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line application for working with CSV files.

csv csv-converter csv-export csv-files csv-format csv-import csv-parser csv-parsing csv-reader csv-reading data-analysis data-mining data-science datascience machine-learning python python-library python3

Last synced: 31 Jul 2024

https://github.com/alibaba/FederatedScope

An easy-to-use federated learning platform

federated-learning machine-learning pytorch

Last synced: 03 Aug 2024

https://github.com/huoyijie/AdvancedEAST

AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.https://github.com/huoyijie/raspberrypi-car

advancedeast advancedeast-network-arch algorithm bellow computer-vision deep-learning east icpr keras machine-learning python scene tensorflow text-detect text-predictions tian-chi tianchi

Last synced: 01 Aug 2024

https://github.com/koaning/scikit-lego

Extra blocks for scikit-learn pipelines.

common-sense machine-learning scikit-learn

Last synced: 31 Jul 2024

https://github.com/aurelio-labs/semantic-router

Superfast AI decision making and intelligent processing of multi-modal data.

ai artificial-intelligence chatbot computer-vision generative-ai machine-learning nlp

Last synced: 01 Aug 2024

https://github.com/amaiya/ktrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

computer-vision deep-learning graph-neural-networks keras machine-learning nlp python tabular-data tensorflow

Last synced: 01 Aug 2024

https://github.com/manujosephv/pytorch_tabular

A standard framework for modelling Deep Learning Models for tabular data

deep-learning hacktoberfest machine-learning pytorch pytorch-lightning tabular-data

Last synced: 31 Jul 2024

https://github.com/DeepGraphLearning/graphvite

GraphVite: A General and High-performance Graph Embedding System

cuda data-visualization gpu knowledge-graph machine-learning network-embedding representation-learning

Last synced: 01 Aug 2024

https://github.com/Hyperparticle/one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

cifar10 cnn deep-learning image-processing imagenet keras machine-learning neural-network nlp tensorflow

Last synced: 01 Aug 2024

https://github.com/jeshraghian/snntorch

Deep and online learning with spiking neural networks in Python

machine-learning neural-networks neuron-models neuroscience python pytorch snn spike spiking spiking-neural-networks

Last synced: 02 Aug 2024

https://github.com/shobrook/BitVision

Terminal dashboard for trading Bitcoin, predicting price movements, and losing all your money

bitcoin bitcoin-price bitcoin-price-prediction machine-learning technical-analysis trading trading-bot trading-systems

Last synced: 01 Aug 2024

https://github.com/elixir-nx/bumblebee

Pre-trained Neural Network models in Axon (+ 🤗 Models integration)

axon elixir hugging-face machine-learning nx pre-trained transformer

Last synced: 01 Aug 2024

https://github.com/huggingface/huggingface.js

Utilities to use the Hugging Face Hub API

api-client hub huggingface inference machine-learning

Last synced: 01 Aug 2024

https://github.com/microsoft/mup

maximal update parametrization (µP)

deep-learning machine-learning mup mutransfer python pytorch transformers

Last synced: 01 Aug 2024

https://github.com/ozgrozer/ai-renamer

A Node.js CLI that uses Ollama and LM Studio models (Llava, Gemma, Llama etc.) to intelligently rename files by their contents

ai automation cli-tool file-management file-renamer files image-renamer llama3 lm-studio machine-learning ollama openai video-renamer

Last synced: 31 Jul 2024

https://mratsim.github.io/Arraymancer/

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor

Last synced: 03 Aug 2024

https://github.com/bgavran/Category_Theory_Machine_Learning

List of papers studying machine learning through the lens of category theory

category-theory lenses machine-learning neural-networks

Last synced: 02 Aug 2024

https://github.com/oscarknagg/few-shot

Repository for few-shot learning machine learning projects

few-shot-learning machine-learning maml meta-learning miniimagenet omniglot pytorch research

Last synced: 01 Aug 2024

https://github.com/DamRsn/NeuralNote

Audio Plugin for Audio to MIDI transcription using deep learning.

audio audio-plugin juce-framework machine-learning midi vst

Last synced: 31 Jul 2024

https://github.com/philipperemy/yolo-9000

YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!

darknet deep-learning machine-learning yolo yolo-9000 yolo2 yolo9000

Last synced: 01 Aug 2024

https://github.com/devAmoghS/Machine-Learning-with-Python

Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!

beginner-friendly data-science deep-learning exercises machine-learning practice-project python python-3 scikit-learn

Last synced: 07 Aug 2024

https://github.com/wagenaartje/neataptic

:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js

crossover genetic-algorithm machine-learning mutations neural-network neurons selection squash

Last synced: 30 Jul 2024

https://github.com/harvitronix/five-video-classification-methods

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

classification deep-learning keras machine-learning tensorflow

Last synced: 01 Aug 2024

https://github.com/rail-berkeley/softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

deep-learning deep-neural-networks deep-reinforcement-learning machine-learning reinforcement-learning soft-actor-critic

Last synced: 31 Jul 2024

https://github.com/roboflow/inference

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

classification computer-vision deployment docker inference inference-api inference-server instance-segmentation jetson machine-learning object-detection onnx python server tensorrt vit yolact yolov5 yolov7 yolov8

Last synced: 03 Aug 2024

https://github.com/chainer/chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

actor-critic chainer deep-learning dqn machine-learning python reinforcement-learning

Last synced: 01 Aug 2024

https://github.com/arm-software/armnn

Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn

machine-learning neural-network neural-networks

Last synced: 02 Aug 2024

https://github.com/intel/scikit-learn-intelex

Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

ai-inference ai-machine-learning ai-training analytics big-data data-analysis gpu intel machine-learning machine-learning-algorithms oneapi python scikit-learn swrepo

Last synced: 31 Jul 2024

https://github.com/ARM-software/armnn

Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn

machine-learning neural-network neural-networks

Last synced: 31 Jul 2024

https://github.com/The-AI-Summer/self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

artificial-intelligence attention attention-mechanism deep-learning machine-learning machine-learning-algorithms self-attention transformer transformers

Last synced: 03 Aug 2024

Machine learning Awesome Lists
awesome-scalability 917 awesome-deep-learning-papers 238 awesome-datascience 816 awesome-deep-learning 597 awesome-production-machine-learning 563 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-aws 687 Awesome-Diffusion-Models 2,974 awesome-artificial-intelligence 163 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 805 awesome-multimodal-ml 480 awesome-learning-resources 495 Awesome-Embedded 286 Awesome-Geospatial 1,254 awesome-quant 136 Awesome-Prompt-Engineering 147 awesome-mlops 299 awesome-machine-learning-interpretability 1,087 awesome-conformal-prediction 862 awesome-robotic-tooling 939 awesome-ai-residency 87 awesome-TS-anomaly-detection 54 awesome-deep-learning-music 248 awesome-anomaly-detection 138 awesome-ml-courses 39 awesome-quantum-machine-learning 267 Awesome-Quant-Machine-Learning-Trading 123 Computer-Science-Resources 51 awesome-python-data-science 378 awesome-decision-tree-papers 423 awesome-tensor-compilers 164 awesome-chatgpt 167 awesome-robotics-libraries 205 machine-learning-with-ruby 215 awesome_time_series_in_python 69 awesome-streamlit 101 awesome-argo 384 Awesome-Federated-Learning 558 Awesome-Interview 204 awesome-embedding-models 75 Awesome-pytorch-list-CNVersion 692 Awesome-Rust-MachineLearning 48 awesome-deep-learning-resources 141
Machine learning Categories
Papers 5,415 Uncategorized 3,972 Scalability 2,827 Books 2,798 Vision 2,028 **Literature and Codes** 1,790 Table of Contents 1,071 fl in top-tier journal 1,050 Repos 1,033 文本生成、文本对话 1,017 Articles 853 Computational Information Geometry 805 Videos 797 Blog Posts 765 fl in top ml conference and journal 754 Intelligence 728 Year 2022 726 Robust Machine Learning in Medical Domain 726 Articles & Blogs 702 [Problems](#content) 625