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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/404notf0und/FXY

Security-Scenes-Feature-Engineering-Toolkit, Continuous Integration.一款安全数据特征化工具

data-analysis data-mining feature-engineering machine-learning security security-scenes

Last synced: 11 Jul 2025

https://github.com/yfzhang114/environment-label-smoothing

This is an official PyTorch implementation of the ICLR 2023 paper 《Free Lunch for Domain Adversarial Training: Environment Label Smoothing》.

adversarial-attacks deep-learning domain-adaptation machine-learning pytorch

Last synced: 07 Mar 2026

https://github.com/astrazeneca/judgyprophet

Forecasting for knowable future events using Bayesian informative priors (forecasting with judgmental-adjustment).

ai bayesian data-science forecasting machine-learning python statistics

Last synced: 08 May 2025

https://github.com/saturncloud/dask-pytorch-ddp

dask-pytorch-ddp is a Python package that makes it easy to train PyTorch models on dask clusters using distributed data parallel.

computer-vision dask deep-learning distributed-computing machine-learning nlp pytorch

Last synced: 14 Dec 2025

https://github.com/AstraZeneca/judgyprophet

Forecasting for knowable future events using Bayesian informative priors (forecasting with judgmental-adjustment).

ai bayesian data-science forecasting machine-learning python statistics

Last synced: 28 Sep 2025

https://github.com/BiometricVox/zAI

Easy-to-use Artificial Intelligence

artificial-intelligence machine-learning python-library

Last synced: 06 Aug 2025

https://github.com/linkedin/te2rules

Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.

explainability explainable-ai interpretability interpretable-ai machine-learning random-forest rule-learning tree-ensembles xgboost

Last synced: 01 Mar 2026

https://github.com/wq2012/simpleder

A lightweight library to compute Diarization Error Rate (DER).

diarization machine-learning metrics speaker-diarization speech-processing speech-recognition

Last synced: 30 Aug 2025

https://github.com/laknath1996/semg-hand-gesture-recognition

The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface electromyography (sEMG) signals (ICASSP 2021)

convolutional-neural-networks event-detection hand-gesture-recognition machine-learning myo myo-armband onset-detection pytho semg signal-processing

Last synced: 10 Mar 2026

https://github.com/morvanzhou/train-classifier-from-scratch

Machine Learning: Collect data online and train a classifier from scratch

classification classifier machine-learning neural-network tensorflow

Last synced: 09 Apr 2025

https://github.com/convexfi/spectralgraphtopology

Structured Graph Learning via Laplacian Spectral Constraints (NeurIPS 2019)

clustering machine-learning

Last synced: 12 Apr 2025

https://github.com/kevalmorabia97/sedtwik-event-detection-from-tweets

Segmentation based event detection from Tweets. Published at NAACL SRW 2019

event-detection machine-learning nlp segment-based-event-detection text-mining tweets twitter

Last synced: 31 Oct 2025

https://github.com/erogol/blagpt

Experimental playground for benchmarking language model (LM) architectures, layers, and tricks on smaller datasets. Designed for flexible experimentation and exploration.

attention-mechanisms deep-learning diffusion-llm dllm gpt gpt-2 hymba large-language-models llm llm-training machine-learning position-embedding pytorch transformers

Last synced: 07 Jul 2025

https://github.com/maxhumber/bre

⭕️ Building Recommendation Engines

lightfm machine-learning oreilly python scikit-learn

Last synced: 19 Aug 2025

https://github.com/salu133445/bmusegan

Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”

binary-neuron generative-adversarial-network machine-learning multi-track music-generation piano-roll

Last synced: 16 Aug 2025

https://github.com/moinfra/sylvan

🌳 An educational modern C++ deep learning framework supporting CUDA

autograd cuda deep-learning-framework dnn machine-learning transformer

Last synced: 14 Jun 2026

https://github.com/kibae/pg_onnx

pg_onnx: ONNX Runtime integrated with PostgreSQL. Perform ML inference with data in your database.

ai contributions-welcome cuda deep-learning inference machine-learning onnx onnxruntime postgresql postgresql-extension

Last synced: 28 Apr 2026

https://github.com/punit-naik/mlhadoop

This repository contains Machine-Learning MapReduce codes for Hadoop which are written from scratch (without using any package or library). E.g. Prediction (Linear and Logistic Regression), Clustering (K-Means), Classification (KNN) etc.

hadoop java machine-learning

Last synced: 18 Mar 2026

https://github.com/oliverguhr/german-sentiment-lib

An easy to use python package for deep learning-based german sentiment classification.

bert-model deep-learning german machine-learning python-library sentiment-analysis sentiment-classification

Last synced: 14 Jan 2026

https://github.com/stelligent/sagemaker-pipeline

Sagemaker pipeline for AWS Summit New York

codepipeline devops machine-learning sagemaker

Last synced: 09 Apr 2025

https://github.com/ysh329/statistical-learning-methods-note

李航《统计学习方法》笔记和 Python 实现（不基于任何代数运算库）。

machine-learning notes python statistical-learning

Last synced: 15 Jul 2025

https://github.com/aredier/trelawney

General Interpretability Package

graphics interpretability machine-learning python

Last synced: 25 Oct 2025

https://github.com/gabrieltseng/datascience-projects

A collection of personal data science projects

data-science machine-learning

Last synced: 18 Jan 2026

https://github.com/snipsco/sda

Secure distributed aggregation of high-dimensional vectors

cryptography homomorphic-encryption machine-learning privacy secret-sharing secure-computation statistics

Last synced: 17 Mar 2026

https://github.com/thomasnield/kotlin-machine-learning-demos

Demonstration of several machine learning algorithms in Kotlin

deep-learning kotlin logistic-regression machine-learing-algorithms machine-learning

Last synced: 27 Mar 2025

https://github.com/maxim5/cs230-2018-autumn

All lecture notes, slides and assignments for CS230 course by Stanford University.

cs230 deep-learning machine-learning stanford-university

Last synced: 06 Apr 2025

https://github.com/argilla-io/adept-augmentations

A Python library aimed at dissecting and augmenting NER training data.

dataset datasets few-shot-learning machine-learning natural-language-processing nlp spacy

Last synced: 21 Jul 2025

https://github.com/delta2323/ml-formulas

機械学習・統計学・理論計算科学などに出てくる等式・不等式を集めていきます

computer-science machine-learning mathematics statistics

Last synced: 06 Mar 2025

https://github.com/zoneminder/mlapi

An easy to use/extend object recognition API you can locally install. Python+Flask. Also works with ZMES!

api api-gateway api-server cctv face-detection flask iot machine-learning object-detection python3 zoneminder

Last synced: 14 Apr 2025

https://github.com/SchlossLab/mikropml

User-Friendly R Package for Supervised Machine Learning Pipelines

machine-learning r-package rstats

Last synced: 13 Jul 2025

https://github.com/dsgiitr/reading-group

Discussions on papers, frameworks, blogs and ideas every Saturday.

computer-vision deep-learning discussions machine-learning neural-networks nlp papers

Last synced: 15 Apr 2025

https://github.com/adeshpande3/machine-learning-notes

Notes for several Machine Learning and Deep Learning courses, textbooks, and talks

machine-learning notes

Last synced: 23 Mar 2025

https://github.com/lennet/neuralnetwork

A Swift PlaygroundBook about Neural Networks

machine-learning playgroundbook wwdc-scholarship wwdc19

Last synced: 12 Jan 2026

https://github.com/yhtang/funfact

Tensor decomposition with arbitrary expressions: inner, outer, elementwise operators; nonlinear transformations; and more.

automatic-differentiation factorization linear-algebra machine-learning numpy python scientific-computing tensor

Last synced: 22 Aug 2025

https://github.com/melvynator/elk_twitter

This is a data pipeline for Twitter (ETL) using the elastic stack Elasticsearch, Logstash and Kibana (version 6.1)

data-collection data-visualization elasticsearch elk elk-stack kibana logstash machine-learning natural-language-processing twitter twitter-api

Last synced: 14 Jul 2025

https://github.com/melvynator/ELK_twitter

This is a data pipeline for Twitter (ETL) using the elastic stack Elasticsearch, Logstash and Kibana (version 6.1)

data-collection data-visualization elasticsearch elk elk-stack kibana logstash machine-learning natural-language-processing twitter twitter-api

Last synced: 30 Aug 2025

https://github.com/OpenMachine-ai/tinyfive

TinyFive is a lightweight RISC-V emulator and assembler written in Python with neural network examples

ai assembler assembly compiler machine-learning ml risc-v risc-v-32-simulation risc-v-simulator riscv riscv-asm riscv-assembler riscv-assembly riscv-emulator riscv-simulator riscv32

Last synced: 11 May 2025

https://github.com/dataprofessor/streamlit-for-datascience

The Streamlit for Data Science shows how to build interactive data apps powered by data visualization and machine learning!!

data-science machine-learning numpy pandas python

Last synced: 19 Jun 2025

https://github.com/analogdevicesinc/ai8x-synthesis

Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices

ai analog-devices artificial-intelligence deep-learning machine-learning max78000 max78002 maxim maxim-integrated

Last synced: 05 Apr 2025

https://github.com/namkoong-lab/whyshift

A python package providing a benchmark with various specified distribution shift patterns.

benchmark distribution-shift machine-learning

Last synced: 17 Jan 2026

https://github.com/francescosaveriozuppichini/my-spaces

Run hugging face spaces locally with one command!

deep-learning machine-learning python

Last synced: 07 May 2025

https://github.com/gokumohandas/oreilly-pytorch

🔥 Introductory PyTorch tutorials with OReilly Media.

machine-learning pytorch

Last synced: 30 Apr 2025

https://github.com/mratsim/mckinsey-smartcities-traffic-prediction

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

data-science deep-learning keras machine-learning neural-networks tensorflow time-series

Last synced: 30 Apr 2025

https://github.com/goldsborough/k-means

Code accompanying my blog post on k-means in Python, C++ and CUDA

cpp cuda k-means machine-learning parallel python

Last synced: 12 Oct 2025

https://github.com/noopeeks/datanvim

A fully-featured batteries-included Neovim distribution for the world of Data Science. Prepared to run code and interact with Jupyter Notebooks without ever leaving your terminal.

data data-science distribution jupyter-notebook machine-learning neovim nvim nvim-config text-editor vim

Last synced: 06 Oct 2025

https://github.com/exalearn/colmena

Library for steering campaigns of simulations on supercomputers

high-performance-computing machine-learning workflow

Last synced: 18 Feb 2026

https://github.com/salu133445/arranger

Official Implementation of "Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music" (ISMIR 2021)

machine-learning music music-information-retrieval tensorflow

Last synced: 25 Mar 2025

https://github.com/tadorfer/protlearn

A Python package for extracting protein sequence features

amino-acids feature-extraction machine-learning protein python

Last synced: 12 Oct 2025

https://github.com/404notf0und/fxy

Security-Scenes-Feature-Engineering-Toolkit, Continuous Integration.一款安全数据特征化工具

data-analysis data-mining feature-engineering machine-learning security security-scenes

Last synced: 16 Oct 2025

https://github.com/ebu/benchmarkstt

Open Source AI Benchmarking toolkit for benchmarking speech to text services

asr-benchmark benchmark benchmarking-suite machine-learning speech-to-text stt-benchmark

Last synced: 11 Mar 2026

https://github.com/kenhktsui/anyclassifier

One Line To Build Zero-Data Classifiers in Minutes

automl llm machine-learning natural-language-processing unlabeled-data

Last synced: 10 Oct 2025

https://github.com/greenelab/snorkeling

Extracting biomedical relationships from literature with Snorkel 🏊

analysis dataset hetnet machine-learning methodology nlp script snorkel text-mining tool workflow

Last synced: 05 May 2025

https://github.com/openmachine-ai/tinyfive

TinyFive is a lightweight RISC-V emulator and assembler written in Python with neural network examples

ai assembler assembly compiler machine-learning ml risc-v risc-v-32-simulation risc-v-simulator riscv riscv-asm riscv-assembler riscv-assembly riscv-emulator riscv-simulator riscv32

Last synced: 15 Apr 2025

https://github.com/victorqribeiro/bangbangml

Watch a Neural Network learns to shoot a target

bang-bang classic-game javascript machine-learning neural-network self-learning

Last synced: 18 Jun 2025

https://github.com/aravind-selvam/forest-fire-prediction

Project for Predicting Algerian Forest Fires and Fire Weather Index Using Machine Learning with Python.

classification-model data-science flask-application jupyter-notebook machine-learning ml prediction-model python regression-models sklearn

Last synced: 11 Apr 2025

https://github.com/sileneer/nrp_2022_eee12

LSTM and GRU model to predict the SOH of the batteries

electrical-engineering electronics-engineering gru lstm machine-learning python

Last synced: 28 May 2026

https://github.com/earmingol/cell2cell

User-friendly tool to infer cell-cell interactions and communication from gene expression of interacting proteins

bioinformatics bulk-rna-seq cell-cell-communication cell-cell-interaction computational-biology machine-learning rna-seq rnaseq sc-rna-seq single-cell single-cell-rna-seq

Last synced: 14 Aug 2025

https://github.com/abhishek-ch/data-machinelearning-the-boring-way

Build & Learn Data Engineering,Machine Learning over Kubernetes. No Shortcut approach.

data-infrastructure dataengineering datascience kubernetes machine-learning mlops

Last synced: 21 Mar 2025

https://github.com/shikanon/mypresentations

this is my presentaion area .个人演讲稿展示区，主要展示一些平时的个人演讲稿或者心得之类的，

deep-learning learning machine-learning python

Last synced: 17 Jun 2025

https://github.com/tgsmith61591/skoot

A package for data science practitioners. This library implements a number of helpful, common data transformations with a scikit-learn friendly interface in an effort to expedite the modeling process.

data-science imbalanced-data machine-learning pandas python scikit-learn skutil

Last synced: 11 Sep 2025

https://github.com/thomasmbury/deep-early-warnings-pnas

Repository to accompany the publication 'Deep learning for early warning signals of tipping points', PNAS (2021)

bifurcation critical-transitions deep-learning dynamical-systems early-warning-signals machine-learning

Last synced: 21 Mar 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 10,986 Uncategorized 7,969 Books 4,038 fl in top-tier journal 3,220 Scalability 2,953 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 1,651 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