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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/nachiket273/one_cycle_policy

Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)

cyclic-learning-rates deep-learning machine-learning notebook notebook-jupyter numpy one-cycle-policy python3 pytorch resnet

Last synced: 06 Apr 2025

https://github.com/sony/DiffRoll

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

automatic-music-transcription deep-generative-model diffusion generative-model inpainting machine-learning music-generation pytorch

Last synced: 17 Mar 2025

https://github.com/jesperdramsch/ml.recipes

Increase citations, ease review & collaboration A collection of "easy wins" to make machine learning in research reproducible. This tutorial focuses on basics that work. Getting you 90% of the way to top-tier reproducibility.

jupyter-book machine-learning ml4science python reproducibility science software-sustainability

Last synced: 07 Apr 2025

https://github.com/xiaodaigh/jlboost.jl

A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms

catboost data-science gbdt gbrt lightgbm machine-learning tree tree-boosting-algorithms xgboost

Last synced: 17 Jan 2026

https://github.com/aws/amazon-sagemaker-clarify

Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.

fairness fairness-ai fairness-ml machine-learning

Last synced: 08 Apr 2026

https://github.com/nredell/shapFlex

An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model

causal-inference causal-networks causality ensemble feature-importance iml interpretable-machine-learning machine-learning package r r-package shap shapley shapley-value shapley-values

Last synced: 17 Sep 2025

https://github.com/anovos/anovos

Anovos - An Open Source Library for Scalable feature engineering Using Apache-Spark

bigdata data-science feature-engineering feature-recommendation machine-learning pyspark python scale transformation visualization

Last synced: 08 Apr 2026

https://github.com/juliapomdp/deepqlearning.jl

Implementation of the Deep Q-learning algorithm to solve MDPs

deep-reinforcement-learning machine-learning pomdps reinforcement-learning

Last synced: 09 Jul 2025

https://github.com/ds2-lab/wukong

Wukong: A scalable and locality-enhanced serverless parallel framework (ACM SoCC'20)

analytics aws aws-lambda cloud-computing dask data-analytics faas linear-algebra machine-learning parallel-computing python serverless serverless-computing

Last synced: 09 Jul 2025

https://github.com/MICA-MNI/micaopen

Open Scripts and pipelines from the Multimodal Imaging and Connectome Analysis Lab at the Montreal Neurological Institute

connectomics gradients histology machine-learning multi-scale multimodal networks neuroimaging neuroscience

Last synced: 01 May 2025

https://github.com/NVlabs/diff-rt

This repository contains code to reproduce some of the results from the paper Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling using the Sionna™ link-level simulator.

5g 6g communications deep-learning digital-twin gpu-acceleration link-level-simulation machine-learning open-source ray-tracing reproducible-research

Last synced: 16 Jun 2026

https://github.com/sekoud/mlconjug

A Python library to conjugate verbs in French, English, Spanish, Italian, Portuguese and Romanian (more soon) using Machine Learning techniques.

conjugation conjugator linguistics machine-learning nlp nlp-library nlp-machine-learning python

Last synced: 21 Oct 2025

https://github.com/matt-k-wong/mlx-flash

Flash weight streaming for MLX: run massive models larger than your RAM on Apple Silicon.

apple-silicon large-language-models llm llm-inference lm-studio machine-learning macos memory-optimization metal mlx optimization weight-streaming

Last synced: 13 Jun 2026

https://github.com/ben519/mltools

Exploratory and diagnostic machine learning tools for R

exploratory-data-analysis machine-learning r

Last synced: 30 Jul 2025

https://github.com/ahmedbesbes/playground

A Streamlit application to play with machine learning models directly from the browser

classification-algorithms heroku-deployment machine-learning machine-learning-tutorials playgound python scikit-learn sklearn streamlit webapp

Last synced: 14 Jul 2025

https://github.com/nolanzzz/mtmct

Design and Implementation of a Multi-Target Multi-Camera Tracking Solution

cuda deep-learning detection machine-learning opencv python pytorch reidentification research-project resnet tracking

Last synced: 20 Mar 2025

https://github.com/fat-forensics/fat-forensics

Modular Python Toolbox for Fairness, Accountability and Transparency Forensics

accountability explainability explainable-ai fairness interpretability interpretable-ai machine-learning transparency

Last synced: 27 Mar 2025

https://github.com/rmst/rtrl

PyTorch implementation of our paper Real-Time Reinforcement Learning (NeurIPS 2019)

deep-learning deep-reinforcement-learning machine-learning pytorch reinforcement-learning

Last synced: 08 May 2025

https://github.com/quantiusbenignus/blurt

Gnome shell extension for accurate OFFLINE speech to text input in Linux using whisper.cpp. Input text from speech anywhere.

ai asr bloat-free dictate dictation gnome gnome-extension gnome-shell-extension input input-method kiss linux machine-learning speech-recognition speech-to-text whisper whisper-cpp

Last synced: 30 Jun 2025

https://github.com/daviddalpiaz/r4sl

:chart_with_upwards_trend: Machine Learning from the perspective of a Statistician using R

machine-learning r rmarkdown statistical-learning

Last synced: 26 Apr 2025

https://github.com/koishijs/chatgpt-bot

AI conversation based on ChatGPT | 基于 ChatGPT 的 AI 对话机器人

bot chatbot chatgpt conversation gpt koishi machine-learning nlp openai plugin

Last synced: 11 Feb 2026

https://github.com/msmbuilder/osprey

🦅Hyperparameter optimization for machine learning pipelines 🦅

cross-validation hyperparameter-optimization machine-learning models optimization pretty-logo python scikit-learn

Last synced: 17 Mar 2026

https://github.com/chriscummins/paper-end2end-dl

📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)

academic-publication autotuning compiler-optimizations deep-learning keras machine-learning neural-network paper publication tensorflow

Last synced: 30 Apr 2025

https://github.com/tomasonjo/graphs-network-science

Accompanying repository for my book about Graph Data Science

algorithms data-science graph graph-algorithms machine-learning

Last synced: 30 Apr 2025

https://github.com/Qoala-T/QC

Qoala-T is a supervised-learning tool for quality control of FreeSurfer segmented MRI data

freesurfer machine-learning mri quality-control

Last synced: 03 May 2025

https://github.com/carlomazzaferro/kryptoflow

Real-time analysis of bitcoin markets with Kafka and Tensorflow Serving

bitcoin kafka keras machine-learning tensorflow-serving time-series

Last synced: 26 Mar 2025

https://github.com/aryan-jadon/Regression-Loss-Functions-in-Time-Series-Forecasting-Tensorflow

This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting with different loss functions in Tensorflow. We have compared 14 regression loss functions performance on 4 different datasets.

deep-learning forecasting keras loss-functions machine-learning python tensorflow time-series time-series-forecasting transformers

Last synced: 01 Apr 2025

https://github.com/amazon-science/auto-rag-eval

Code repo for the ICML 2024 paper "Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation"

evaluation genai llm machine-learning

Last synced: 28 Jun 2025

https://github.com/IBM/MAX-Weather-Forecaster

Predict hourly weather features given historical data for a specific location

docker-image lstm-neural-network machine-learning machine-learning-models weather-forecast

Last synced: 13 May 2025

https://github.com/gsilvamartin/dotnet-gemini-sdk

.NET SDK for seamless and efficient integration with the Google Gemini

ai artificial-intelligence csharp dotnet gemini gemini-sdk google googlegemini machine-learning sdk

Last synced: 30 Jan 2026

https://github.com/yassouali/fast.ai_notes

:notebook: Notes for fast.ai courses: intro to ML, Practical DL and Cutting edge DL.

deep-learning fastai machine-learning notes

Last synced: 12 Feb 2026

https://github.com/padreati/rapaio

statistics, data mining and machine learning toolbox

data-mining graphics java machine-learning machine-learning-toolbox statistics

Last synced: 13 Nov 2025

https://github.com/paletteml/mlsync

Sync your ML data with your favorite productivity tools!

deep-learning machine-learning mlflow notion python pytorch

Last synced: 14 Apr 2025

https://github.com/zackakil/rgb-neural-net

Physical visualisation of neural network learning using RGB leds, arduino and raspberry pi.

3d-printing arduino flask iot machine-learning neural-network raspberry-pi rgb-leds serial sklearn

Last synced: 06 Aug 2025

https://github.com/sthalles/face-similarity

Face-similarity CNN using Tensorflow Eager execution.

deep-learning face-authentication face-similarity machine-learning tensorflow

Last synced: 07 Apr 2025

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

Multi-framework implementation of Deep Kernel Shaping and Tailored Activation Transformations, which are methods that modify neural network models (and their initializations) to make them easier to train.

artificial-intelligence deep-learning jax machine-learning neural-networks neural-tangent-kernel pytorch tensorflow

Last synced: 03 Oct 2025

https://github.com/sdpython/mlinsights

Extends scikit-learn with new models, transformers, metrics, plotting.

algorithms machine-learning python3 scikit-learn

Last synced: 09 Sep 2025

https://github.com/ymd-h/cpprb

Fast Flexible Replay Buffer Library (Mirror repository of https://gitlab.com/ymd_h/cpprb)

cython machine-learning python3 reinforcement-learning

Last synced: 04 Apr 2025

https://github.com/oaid/mxnet-hrt

Heterogeneous Run Time version of MXNet. Added heterogeneous capabilities to the MXNet, uses heterogeneous computing infrastructure framework to speed up Deep Learning on Arm-based heterogeneous embedded platform. It also retains all the features of the original MXNet architecture which users deploy their applications seamlessly.

arm arm-compute-library arm-gpu arm-neon artificial-intelligence cnn dnn machine-learning mxnet opencl

Last synced: 16 Jun 2025

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

karura enables you to use machine learning automatically & interactively

kintone machine-learning slackbot

Last synced: 26 Apr 2025

https://github.com/robertmartin8/udemyml

Templates, code and notes for Kirill Eremenko's Machine Learning course

data-science machine-learning python r tutorial udemy udemy-machine-learning

Last synced: 30 Apr 2025

https://github.com/IliaZenkov/sklearn-audio-classification

An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

audio audio-data classification deep-learning-tutorial deep-neural-networks dnns emotion emotion-detection emotion-recognition feature-engineering machine-learning machine-learning-tutorials mlp-model model-evaluation ravdess-dataset scikit-learn sklearn

Last synced: 22 Mar 2025

https://github.com/sede-open/synthoseis

Generating seismic data and associated labels to train deep learning networks.

geological-modeling geology machine-learning

Last synced: 18 Jan 2026

https://github.com/ml4tp/gamepad

A Learning Environment for Theorem Proving

coq machine-learning python theorem-proving

Last synced: 25 Oct 2025

https://github.com/gcorso/neuroseed

Implementation of Neural Distance Embeddings for Biological Sequences (NeuroSEED) in PyTorch (NeurIPS 2021)

bioinformatics biological-sequences hierarchical-clustering machine-learning multiple-sequence-alignment neurips-2021 pytorch

Last synced: 07 May 2025

https://github.com/ForestFlow/ForestFlow

ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.

h2o machine-learning model-deployment

Last synced: 20 Apr 2025

https://github.com/princetonuniversity/magnet

Open Source Research Platform for Power Magnetics Modeling

core-loss machine-learning magnetics power-electronics

Last synced: 09 Apr 2025

https://github.com/OAID/MXNet-HRT

Heterogeneous Run Time version of MXNet. Added heterogeneous capabilities to the MXNet, uses heterogeneous computing infrastructure framework to speed up Deep Learning on Arm-based heterogeneous embedded platform. It also retains all the features of the original MXNet architecture which users deploy their applications seamlessly.

arm arm-compute-library arm-gpu arm-neon artificial-intelligence cnn dnn machine-learning mxnet opencl

Last synced: 17 Apr 2025

https://github.com/huckiyang/voice2series-reprogramming

ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification

deep-learning machine-learning speech-processing time-series transfer-learning

Last synced: 08 Oct 2025

https://github.com/apple/ml-upscale

Export utility for unconstrained channel pruned models

deep-learning export machine-learning pruning

Last synced: 19 Oct 2025

https://github.com/santandersecurityresearch/currentsense-tinyml

Spying on Microcontrollers using Current Sensing and embedded TinyML models

embedded-systems machine-learning sensors tensorflowlite tinyml

Last synced: 21 Apr 2025

https://github.com/janosh/tensorboard-reducer

Reduce multiple PyTorch TensorBoard runs to new event (or CSV) files.

averaging csv machine-learning pytorch reducer tensorboard tensorboard-pytorch tensorboard-reducer

Last synced: 05 Apr 2025

https://github.com/dhopp1/nowcast_lstm

LSTM neural networks for nowcasting economic data.

deep-learning forecasting machine-learning neural-networks nowcasting pytorch

Last synced: 28 Feb 2026

https://github.com/WildlifeDatasets/wildlife-datasets

WildlifeDatasets: An open-source toolkit for animal re-identification

dataset datasets deep-learning ecology ecology-modelling machine-learning

Last synced: 20 Jul 2025

https://github.com/juniorxsound/retouch

🎬 An OpenGL application for editing and retouching images using depth-maps in 2.5D

depth depth-map editor graphics image-processing machine-learning opengl

Last synced: 27 Apr 2025

https://github.com/shifuml/guagua

An iterative computing framework for both Hadoop MapReduce and Hadoop YARN.

hadoop in-memory iterative machine-learning yarn

Last synced: 24 Aug 2025

https://github.com/adeshpande3/march-madness-2017

Kaggle Competition for Predicting NCAA Basketball Tourney Games

ipython-notebook kaggle machine-learning march-madness sportsanalytics

Last synced: 28 Aug 2025

https://github.com/nyuvis/explanation_explorer

A user interface to interpret machine learning models.

interpretability machine-learning visual-interface visualization-application

Last synced: 25 Jan 2026

https://github.com/tiger-ai-lab/videoscore

official repo for "VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation" [EMNLP2024]

language machine-learning

Last synced: 13 Jun 2025

https://github.com/llnl/abmarl

Agent Based Modeling and Reinforcement Learning

machine-learning

Last synced: 08 Sep 2025

https://github.com/ivy-llc/vision

3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

3d deep-learning depth ivy jax machine-learning mxnet numpy point-cloud python pytorch rendering sdf tensorflow vision voxel

Last synced: 12 Apr 2025

https://github.com/novoselrok/codesnippetsearch

Neural bag of words code search implementation using PyTorch and data from the CodeSearchNet project.

code-search codesearchnet embeddings machine-learning

Last synced: 02 Feb 2026

https://github.com/microsoft/llf-bench

A benchmark for evaluating learning agents based on just language feedback

large-language-models llm llm-training llms machine-learning natural-language-processing reinforcement-learning

Last synced: 30 Oct 2025

https://github.com/fieg/bayes

Implementation of Naive Bayes Classifier algorithm in PHP.

bayes machine-learning naive-bayes-classifier php

Last synced: 24 Jul 2025

https://github.com/mrdimosthenis/synapses

A group of neural-network libraries for functional and mainstream languages

clojure csharp deep-learning elixir fsharp functional-programming gleam java javascript lightweight machine-learning neural-network python scala

Last synced: 06 Oct 2025

https://github.com/ssydasheng/neural-kernel-network

Code for "Differentiable Compositional Kernel Learning for Gaussian Processes" https://arxiv.org/abs/1806.04326

extrapolation gaussian-processes kernel-methods machine-learning

Last synced: 06 Oct 2025

https://github.com/mirfan899/Urdu

Collection of Urdu datasets for POS, NER, Sentiment, Summarization and NLP tasks.

machine-learning ner nlp sentiment-analysis spacy-models summarization urdu-language urdu-model

Last synced: 11 May 2025

Machine learning Awesome Lists
awesome-scalability 920 awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-kubernetes 48 awesome-aws 687 awesome-artificial-intelligence 90 Awesome-Diffusion-Models 2,974 awesome-project-ideas 57 awesome-ml-for-cybersecurity 164 Awesome-Embedded 306 Awesome-CoreML-Models 60 awesome-multimodal-ml 480 awesome-machine-learning-on-source-code 264 awesome-self-supervised-learning 463 useful-java-links 807 Awesome-Prompt-Engineering 455 awesome-learning-resources 499 learn-ai-engineering 114 awesome-ai-tools 435 awesome-quant 142 awesome-mlops 314 Awesome-Geospatial 1,521 awesome-ai-ml-resources 130 awesome-opensource-ai 884 awesome-robotic-tooling 939 Awesome-Quant-Machine-Learning-Trading 125 awesome-quantum-machine-learning 267 awesome-python-data-science 382 awesome-ai-residency 91 awesome-TS-anomaly-detection 55 awesome-ml-courses 40 awesome-deep-learning-music 248 awesome-robotics-libraries 232 awesome-anomaly-detection 138 Computer-Science-Resources 51 awesome-tensor-compilers 165 awesome-decision-tree-papers 423 awesome-argo 405 awesome-chatgpt 169 awesome-streamlit 101 Awesome-Rust-MachineLearning 48 awesome_time_series_in_python 69 machine-learning-with-ruby 216 awesome-ml4co 615 awesome-jax 218
Machine learning Categories
Papers 10,996 Uncategorized 7,976 Books 4,038 fl in top-tier journal 3,220 Scalability 2,964 A01_文本生成_文本对话 2,389 **Literature and Codes** 2,262 Vision 2,031 Repos 1,845 Table of Contents 1,658 fl in top ml conference and journal 1,564 Blog Posts 1,538 Paper List 1,493 Year 2022 1,444 Publications-and-Preprints 1,179 Articles & Blogs 1,156 Attack 1,063 Computational Information Geometry 1,052 Research Papers 1,028 Videos 926