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/tatsuyah/vehicle-detection

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

computer-vision hog-features machine-learning self-driving-car sliding-windows svm svm-classifier udacity

Last synced: 31 Jul 2024

https://github.com/rocketlaunchr/dataframe-go

DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration

data-science dataframe dataframes go golang machine-learning pandas pandas-dataframe python statistics

Last synced: 30 Jul 2024

https://github.com/getnamo/TensorFlow-Unreal

TensorFlow plugin for the Unreal Engine.

blueprint machine-learning python tensorflow ue4 ue5 unreal-engine

Last synced: 31 Jul 2024

https://github.com/amusi/TensorFlow-From-Zero-To-One

TensorFlow 最佳学习资源大全（含课程、书籍、博客、公开课等内容）

deep-learning machine-learning machine-learning-tensorflow python tensorflow tensorflow-tutorials

Last synced: 31 Jul 2024

https://github.com/TimoBolkart/voca

This codebase demonstrates how to synthesize realistic 3D character animations given an arbitrary speech signal and a static character mesh.

3d-face 3d-models animation-sequence computer-graphics computer-vision face-animation machine-learning morphable-model python python3 tensorflow voca

Last synced: 03 Aug 2024

https://github.com/python-adaptive/adaptive

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

active-learning adaptive adaptive-learning adaptive-sampling live-plots machine-learning parallel parallel-computing python

Last synced: 02 Aug 2024

https://github.com/kavgan/nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

gensim machine-learning natural-language-processing nlp text-classification text-mining tf-idf word2vec

Last synced: 31 Jul 2024

https://github.com/InterDigitalInc/CompressAI

A PyTorch library and evaluation platform for end-to-end compression research

compression deep-learning deep-neural-networks machine-learning neural-network python pytorch

Last synced: 02 Aug 2024

https://github.com/RWKV/rwkv.cpp

INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model

deep-learning ggml language-model llm machine-learning quantization rwkv

Last synced: 01 Aug 2024

https://github.com/uber-research/PPLM

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

deep-learning language-modeling machine-learning natural-language-generation natural-language-processing nlp

Last synced: 04 Aug 2024

https://github.com/karpathy/arxiv-sanity-lite

arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts.

arxiv deep-learning flask machine-learning

Last synced: 01 Aug 2024

https://github.com/ARM-software/ML-KWS-for-MCU

Keyword spotting on Arm Cortex-M Microcontrollers

arm cmsis-nn deep-neural-networks machine-learning microcontrollers python

Last synced: 01 Aug 2024

https://github.com/sentinel-hub/eo-learn

Earth observation processing framework for machine learning in Python

eo-data eo-research machine-learning python-package

Last synced: 01 Aug 2024

https://github.com/yfzhang114/Generalization-Causality

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

adaptation causality deep-learning generative-model machine-learning optimization robustness

Last synced: 03 Aug 2024

https://github.com/Shujian2015/FreeML

A List of Data Science/Machine Learning Resources (Mostly Free)

data-science deep-learning machine-learning natural-language-processing

Last synced: 02 Aug 2024

https://github.com/mediar-ai/screenpipe

Library to build personalized AI powered by what you've seen, said, or heard. Works with Ollama. Alternative to Rewind.ai. Open. Secure. You own your data. Rust.

ai computer-vision llm machine-learning ml multimodal vision

Last synced: 27 Aug 2024

https://github.com/FenTechSolutions/CausalDiscoveryToolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

algorithm causal-discovery causal-inference causal-models causality graph graph-structure-recovery inference machine-learning python toolbox

Last synced: 31 Jul 2024

https://github.com/databricks/spark-sklearn

(Deprecated) Scikit-learn integration package for Apache Spark

apache-spark grid-search machine-learning parameter-tuning scikit-learn

Last synced: 31 Jul 2024

https://github.com/mihail911/nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

deep-learning dialogue language-model machine-learning neural-machine-translation neural-network nlp nlp-datasets

Last synced: 01 Aug 2024

https://github.com/julvo/reloading

Change Python code while it's running without losing state

deep-learning hot-reload hot-reloading interactive keras machine-learning python pytorch utility

Last synced: 31 Jul 2024

https://github.com/ibayer/fastFM

fastFM: A Library for Factorization Machines

factorization-machines machine-learning matrix-factorization recommender-system

Last synced: 03 Aug 2024

https://github.com/novak-99/MLPP

A library created to revitalize C++ as a machine learning front end. Per aspera ad astra.

cpp data-science deep-learning machine-learning

Last synced: 31 Jul 2024

https://github.com/kubernetes-retired/kube-batch

A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC

bigdata hpc k8s-sig-scheduling kubernetes machine-learning

Last synced: 01 Aug 2024

https://github.com/kubernetes-sigs/kube-batch

A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC

bigdata hpc k8s-sig-scheduling kubernetes machine-learning

Last synced: 30 Jul 2024

https://github.com/The-AI-Summer/Deep-Learning-In-Production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

ai cloud deep-learning deeplearning deployment machine-learning machinelearningproject neural-network production python semantic-segmentation tensorflow training unet

Last synced: 02 Aug 2024

https://github.com/ShanghaiTechAIClub/DLInterview

Deep Learning Interview 深度学习面试题目汇总

algorithms deep-learning interview-questions machine-learning

Last synced: 02 Aug 2024

https://github.com/makcedward/nlp

:memo: This repository recorded my NLP journey.

ai data-science deep-learning machine-learning nlp

Last synced: 30 Jul 2024

https://github.com/emedvedev/attention-ocr

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

cnn google-cloud google-cloud-ml hacktoberfest image-recognition machine-learning ml ocr ocr-recognition seq2seq tensorflow

Last synced: 30 Jul 2024

https://github.com/xorbitsai/xorbits

Scalable Python DS & ML, in an API compatible & lightning fast way.

data-science distributed-systems lightgbm machine-learning ml numpy pandas python scalable xgboost

Last synced: 31 Jul 2024

https://github.com/sebp/scikit-survival

Survival analysis built on top of scikit-learn

machine-learning python scikit-learn survival-analysis

Last synced: 31 Jul 2024

https://github.com/dstackai/dstack

dstack is an open-source orchestration engine for cost-effectively running AI workloads in the cloud as well as on-premises. Discord: https://discord.gg/u8SmfwPpMd

aws azure cloud gcp gpu llms machine-learning orchestration python

Last synced: 01 Aug 2024

https://github.com/carefree0910/MachineLearning

Machine learning algorithms implemented by pure numpy

deep-learning machine-learning numpy pytorch tensorflow visualization

Last synced: 02 Aug 2024

https://github.com/chakki-works/seqeval

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

conlleval deep-learning machine-learning named-entity-recognition natural-language-processing python sequence-labeling sequence-labeling-evaluation

Last synced: 01 Aug 2024

https://github.com/adeshpande3/Tensorflow-Programs-and-Tutorials

Implementations of CNNs, RNNs, GANs, etc

deep-learning machine-learning tensorflow

Last synced: 07 Aug 2024

https://github.com/rhiever/datacleaner

A Python tool that automatically cleans data sets and readies them for analysis.

automation data-science machine-learning python

Last synced: 30 Jul 2024

https://github.com/tensorflow/tfjs-node

TensorFlow powered JavaScript library for training and deploying ML models on Node.js.

javascript machine-learning node-module nodejs tensorflow

Last synced: 01 Aug 2024

https://github.com/okfn-brasil/querido-diario

📰 Diários oficiais brasileiros acessíveis a todos | 📰 Brazilian government gazettes, accessible to everyone.

artificial-intelligence civic-tech data-science governments-gazettes govtech hacktoberfest hacktoberfest2023 machine-learning open-data politics scraping spider

Last synced: 30 Jul 2024

https://github.com/uber/fiber

Distributed Computing for AI Made Simple

distributed-computing machine-learning multiprocessing python sandbox

Last synced: 01 Aug 2024

https://uber.github.io/fiber/

Distributed Computing for AI Made Simple

distributed-computing machine-learning multiprocessing python sandbox

Last synced: 03 Aug 2024

https://github.com/sustainable-computing-io/kepler

Kepler (Kubernetes-based Efficient Power Level Exporter) uses eBPF to probe performance counters and other system stats, use ML models to estimate workload energy consumption based on these stats, and exports them as Prometheus metrics

cloud-native ebpf energy-consumption energy-efficiency energy-monitor kubernetes machine-learning prometheus prometheus-exporter sustainability

Last synced: 02 Aug 2024

https://github.com/comet-ml/kangas

🦘 Explore multimedia datasets at scale

data-analysis data-exploration dataframe datagrid machine-learning

Last synced: 01 Aug 2024

https://github.com/yuanxiaosc/Machine-Learning-Book

《机器学习宝典》包含：谷歌机器学习速成课程（招式）+机器学习术语表（口诀）+机器学习规则（心得）+机器学习中的常识性问题 （内功）。该资源适用于机器学习、深度学习研究人员和爱好者参考！

course deep-learning google machine-learning tensorflow-tutorials

Last synced: 31 Jul 2024

https://github.com/keijiro/Pix2Pix

Real-time pix2pix implementation with Unity

deep-learning machine-learning pix2pix unity unity3d

Last synced: 03 Aug 2024

https://github.com/TeoMeWhy/teomerefs

Guia de referências técnicas para carreira em dados

data data-science machine-learning python

Last synced: 31 Jul 2024

https://github.com/KevinGong2013/ChineseIDCardOCR

[Deprecated] 🇨🇳中国二代身份证光学识别

cnn coreml deep-learning ios11 machine-learning swift vision xcode

Last synced: 02 Aug 2024

https://github.com/NVIDIA-Merlin/NVTabular

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

deep-learning feature-engineering feature-selection gpu machine-learning nvidia preprocessing recommendation-system recommender-system

Last synced: 02 Aug 2024

https://github.com/bishopfox/eyeballer

Convolutional neural network for analyzing pentest screenshots

ai machine-learning pentesting-tools python security-tools tensorflow

Last synced: 01 Aug 2024

https://github.com/google-research/morph-net

Fast & Simple Resource-Constrained Learning of Deep Network Structure

automl deep-learning machine-learning neural-architecture-search python tensorflow

Last synced: 07 Aug 2024

https://github.com/oxwhirl/smac

SMAC: The StarCraft Multi-Agent Challenge

benchmark machine-learning multiagent-systems reinforcement-learning starcraft-ii

Last synced: 31 Jul 2024

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

DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.

advertising deep-learning distributed-training machine-learning python recommendation-engine scalability search-engine

Last synced: 01 Aug 2024

https://github.com/Rikj000/MoniGoMani

Isn't that what we all want? Our money to go many? Well that's what this framework/strategy hopes to do for you! By giving you & HyperOpt a lot of signals to alter the weights from.

bitcoin crypto cryptocurrencies framework freqtrade freqtrade-framework freqtrade-strategies freqtrade-ui hyperopt machine-learning mgm moni-go-mani python trading trading-bot trading-strategies weighted-signals

Last synced: 01 Aug 2024

https://github.com/deepmedic/deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans

convolutional-neural-networks deep-learning machine-learning medical-imaging neural-networks

Last synced: 03 Aug 2024

https://github.com/ntasfi/PyGame-Learning-Environment

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

agent ai artificial-intelligence deep-reinforcement-learning game machine-learning pygame python reinforcement-learning research

Last synced: 30 Jul 2024

https://github.com/curiousily/Deep-Learning-For-Hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

anomaly-detection artificial-intelligence autoencoders bert deep-learning image-augmentation intent-recognition jupyter-notebooks keras lstms machine-learning neural-networks object-detection python sentiment-analysis tensorflow tensorflow-tutorial time-series-classification time-series-forecasting

Last synced: 02 Aug 2024

https://github.com/pbloem/former

Simple transformer implementation from scratch in pytorch.

machine-learning pytorch transformer

Last synced: 07 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 5,412 Uncategorized 3,978 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 Year 2022 744 Intelligence 728 Robust Machine Learning in Medical Domain 726 Articles & Blogs 702 [Problems](#content) 625