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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/HariSekhon/SQL-scripts

100+ SQL Scripts - PostgreSQL, MySQL, Oracle, Google BigQuery, MariaDB, AWS Athena. DBA, Analytics, DevOps, performance engineering. Google BigQuery ML machine learning classification.

athena aws aws-athena bigquery bigquery-ml dba devops gcp google-bigquery google-cloud-sql google-cloudsql-mysql machine-learning mariadb mysql oracle performance postgres postgresql rds sql

Last synced: 13 Apr 2025

https://github.com/Mohitkr95/Best-Data-Science-Resources

This repository contains the best Data Science free hand-picked resources to equip you with all the industry-driven skills and interview preparation kit.

ai artificial-intelligence artificial-intelligence-algorithms aws computer-vision data data-structures datascience deep-learning git github jupyter-notebook machine-learning mongodb natural-language-processing neural-network python sql statistics

Last synced: 07 May 2025

https://github.com/stared/interactive-machine-learning-list

A collaborative list of interactive Machine Learning, Deep Learning and Statistics websites

deep-learning explorable-explanations javascript machine-learning statistics vue

Last synced: 05 Apr 2025

https://github.com/BlackHC/toma

Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory

data-science gpu machine-learning python pytorch

Last synced: 08 May 2025

https://github.com/blackhc/toma

Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory

data-science gpu machine-learning python pytorch

Last synced: 12 Apr 2025

https://github.com/anfany/machine-learning-for-beginner-by-python3

为机器学习的入门者提供多种基于实例的sklearn、TensorFlow以及自编函数(AnFany)的ML算法程序。

algorithm beginner machine-learning practical-applications python python3 sklearn sklearn-tensorflow-ml tensorflow

Last synced: 05 Apr 2025

https://github.com/explainx/explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms8909@nyu.edu

aws-sagemaker bias blackbox explainability explainable-ai explainable-artificial-intelligence explainable-ml explainx interpretability interpretable-ai interpretable-machine-learning machine-learning machine-learning-interpretability scikit-learn transparency xai

Last synced: 16 May 2025

https://github.com/Dyakonov/DL

Курс "Глубокое обучение (Deep Learning)" (ВМК, МГУ имени М.В. Ломоносова)

deep-learning dl lectures machine-learning ml msu slides

Last synced: 19 Jul 2025

https://github.com/patrick-kidger/torchcde

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

controlled-differential-equations deep-learning deep-neural-networks differential-equations dynamical-systems machine-learning neural-differential-equations neural-networks pytorch time-series

Last synced: 16 May 2025

https://github.com/krasserm/perceiver-io

A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training

deep-learning machine-learning perceiver perceiver-ar perceiver-io pytorch pytorch-lightning

Last synced: 12 Apr 2025

https://github.com/cli99/llm-analysis

Latency and Memory Analysis of Transformer Models for Training and Inference

analysis deep-learning language-model language-models machine-learning nlp transformers

Last synced: 17 Jul 2025

https://github.com/0x454447415244/HandwritingRecognitionSystem

Handwriting Recognition System based on a deep Convolutional Recurrent Neural Network architecture

cnn deep-learning handwriting-recognition machine-learning rnn tensorflow

Last synced: 10 Apr 2025

https://github.com/ptyadana/data-science-and-machine-learning-projects-dojo

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

boosting-algorithms data-analysis data-science data-visualization deep-learning keras machine-learning machine-learning-algorithms natural-language-processing pandas probability-statistics scikit-learn seaborn tensorflow

Last synced: 05 Apr 2025

https://github.com/dmitryikh/leaves

pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks

boosting decision-trees go golang lightgbm machine-learning xgboost

Last synced: 06 May 2025

https://github.com/omerbsezer/fast-pytorch

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

cnn cnn-pytorch colab-notebook colab-tutorial colaboratory computer-vision deep-learning machine-learning mlp python pytorch pytorch-implementation pytorch-tutorial rnn rnn-pytorch transfer-learning

Last synced: 01 Oct 2025

https://github.com/hammadshaikhha/Data-Science-and-Machine-Learning-from-Scratch

Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

machine-learning machine-learning-algorithms machine-learning-from-scratch python siraj-raval statistical-concepts

Last synced: 04 Apr 2025

https://github.com/M-Nauta/TCDF

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

causality cnn forecasting machine-learning neural-networks prediction python pytorch timeseries

Last synced: 08 May 2025

https://github.com/faucetsdn/poseidon

Poseidon is a python-based application that leverages software defined networks (SDN) to acquire and then feed network traffic to a number of machine learning techniques. The machine learning algorithms classify and predict the type of device.

automation docker faucet hacktoberfest machine-learning network-analysis network-forensics network-monitoring network-traffic network-traffic-capture network-traffic-classification networking pcap pcap-analyzer pcap-files sdn sdn-controller security software-defined-network

Last synced: 13 Dec 2025

https://github.com/AlignmentResearch/tuned-lens

Tools for understanding how transformer predictions are built layer-by-layer

machine-learning pytorch transformers

Last synced: 26 Mar 2025

https://github.com/intelligo-mn/intelligo

Intelligo is powerful chatbot builder that enables anyone to create and deploy chatbots anywhere.

ai artificial-intelligence bot bot-framework bots chatbot machine-learning messenger-api messenger-bot messenger-chatbots nlp nodejs slack slack-bot

Last synced: 05 Apr 2025

https://github.com/google-deepmind/lab2d

A customisable 2D platform for agent-based AI research

artificial-intelligence deep-learning machine-learning

Last synced: 08 Sep 2025

https://github.com/HHousen/TransformerSum

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

albert automatic-summarization bert distilbert extractive-summarization machine-learning pytorch-lightning roberta summarization summarization-dataset text-summarization transformer-models

Last synced: 29 Apr 2025

https://github.com/tensorflow/model-card-toolkit

A toolkit that streamlines and automates the generation of model cards

deep-learning machine-learning model-cards responsible-ai responsible-ml tensorflow transparency

Last synced: 05 Oct 2025

https://github.com/ydataai/ydata-quality

Data Quality assessment with one line of code

data machine-learning pandas python quality-assessment

Last synced: 30 Apr 2025

https://github.com/ocampor/image-quality

Image quality is an open source software library for Image Quality Assessment (IQA).

artificial-intelligence computer-vision image-analysis image-quality-assessment machine-learning python tensorflow

Last synced: 21 Oct 2025

https://github.com/yixuan/MiniDNN

A header-only C++ library for deep neural networks

deep-learning header-only machine-learning neural-network statistical-models

Last synced: 15 Nov 2025

https://github.com/polakowo/gpt2bot

Your new Telegram buddy powered by transformers

ai-chatbot bot chatbot dialogpt gpt-2 machine-learning telegram-bot transformers

Last synced: 07 May 2025

https://github.com/ckaestne/seai

CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)

carnegie-mellon-university course-materials education machine-learning software-engineering

Last synced: 07 Feb 2026

https://github.com/DataScienceUB/introduction-datascience-python-book

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

analytics data data-science datascience machine-learning python sentiment-analysis

Last synced: 19 Jul 2025

https://github.com/tairov/llama2.py

Inference Llama 2 in one file of pure Python

inference llama llama2 llm machine-learning ml python small-code

Last synced: 30 Sep 2025

https://actors-hq.com/

Official code for "HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion"

3d-reconstruction computer-graphics computer-vision machine-learning nerf siggraph2023

Last synced: 26 Mar 2025

https://github.com/bytedance/matxscript

A high-performance, extensible Python AOT compiler.

compiler machine-learning python

Last synced: 13 Apr 2025

https://github.com/jfilter/split-folders

🗂 Split folders with files (i.e. images) into training, validation and test (dataset) folders

dataset deep-learning machine-learning oversampling python python-package splitting test training validation

Last synced: 28 Jan 2026

https://github.com/karolzak/ipyplot

IPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big numbers of images.

deep-learning html image-classification image-processing image-viewer images jupyter-notebook machine-learning notebook notebooks plotting-in-python python visualization

Last synced: 08 Apr 2025

https://github.com/kevwan/chatbot

A fast responsive, machine learning, conversational dialog engine for creating chat bots, written in Go.

bot chatbot chatbot-framework chatterbot conversation go golang language machine-learning

Last synced: 05 Apr 2025

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

An interactive HTML pretty-printer for machine learning research in IPython notebooks.

machine-learning ndarray neural-networks pretty-printing visualization

Last synced: 17 Jun 2025

https://github.com/rasbt/musicmood

A machine learning approach to classify songs by mood.

exploratory-data-analysis lyrics machine-learning mood song-dataset

Last synced: 25 Jan 2026

https://github.com/interpretml/interpret-community

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

deep-learning explainer explanationdashboard interpretable-models machine-learning mimic-explainer python pytorch tabular-explainer

Last synced: 15 May 2025

https://github.com/aws-solutions/qnabot-on-aws

AWS QnABot is a multi-channel, multi-language conversational interface (chatbot) that responds to your customer's questions, answers, and feedback. The solution allows you to deploy a fully functional chatbot across multiple channels including chat, voice, SMS and Amazon Alexa.

amazon-lex artificial-intelligence machine-learning

Last synced: 17 Feb 2026

https://github.com/gacwr/openuba

A robust, and flexible open source User & Entity Behavior Analytics (UEBA) framework used for Security Analytics. Developed with luv by Data Scientists & Security Analysts from the Cyber Security Industry. [PRE-ALPHA]

analytics anomaly-detection cybersecurity datascience elasticsearch elk flask information-security machine-learning nodejs react security siem sklearn spark tensorflow threathunting uba ueba user-behaviour

Last synced: 18 Feb 2026

https://github.com/bchao1/Anime-Face-Dataset

🖼 A collection of high-quality anime faces.

anime computer-vision dataset gan image-generation machine-learning

Last synced: 28 Apr 2025

https://github.com/jamesmawm/mastering-python-for-finance-second-edition

Sources codes for: Mastering Python for Finance, Second Edition

ai machine-learning python

Last synced: 08 Apr 2025

https://github.com/siboehm/lleaves

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

decision-trees gradient-boosting lightgbm llvm machine-learning python

Last synced: 14 May 2025

https://github.com/the-finai/pixiu

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 21 Apr 2025

https://github.com/5agado/data-science-learning

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

data-science deep-learning jupyter-notebook learning-by-doing machine-learning statistics

Last synced: 17 Apr 2025

https://github.com/clearml/clearml-server

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

ai clearml-agent control deep-learning deeplearning experiment experiment-manager k8s kubernetes machine-learning machinelearning trains-agent version version-control

Last synced: 17 Jun 2025

https://github.com/cztomsik/ava

All-in-one desktop app for running LLMs locally.

llama llm machine-learning

Last synced: 08 Apr 2025

https://github.com/bchao1/anime-face-dataset

🖼 A collection of high-quality anime faces.

anime computer-vision dataset gan image-generation machine-learning

Last synced: 06 Apr 2025

https://github.com/explainX/explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms8909@nyu.edu

aws-sagemaker bias blackbox explainability explainable-ai explainable-artificial-intelligence explainable-ml explainx interpretability interpretable-ai interpretable-machine-learning machine-learning machine-learning-interpretability scikit-learn transparency xai

Last synced: 04 Apr 2025

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

PIX is an image processing library in JAX, for JAX.

computer-vision image image-processing jax machine-learning python

Last synced: 17 Jun 2025

https://github.com/clovaai/adamp

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

deep-learning iclr2021 machine-learning optimizer optimizer-algorithms pytorch

Last synced: 04 Apr 2025

https://github.com/apachecn/fastai-ml-dl-notes-zh

:book: [译] fast.ai 机器学习和深度学习中文笔记

deep-learning fastai lecture-notes machine-learning python pytorch

Last synced: 05 Apr 2025

https://github.com/ylongqi/openrec

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

deep-learning deep-neural-networks machine-learning ml recommendation recommendation-algorithm recommendation-system

Last synced: 06 May 2025

https://github.com/clovaai/AdamP

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

deep-learning iclr2021 machine-learning optimizer optimizer-algorithms pytorch

Last synced: 08 May 2025

https://github.com/blackportal-ai/delta

An Open-Source Machine Learning Framework in Rust Δ

blackportal blackportal-ai delta machine-learning ml rust

Last synced: 16 May 2025

https://github.com/sforaidl/genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

algorithm-implementations benchmarking data-science deep-learning gym hacktoberfest machine-learning neural-network openai python pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 09 Oct 2025

https://github.com/eightBEC/fastapi-ml-skeleton

FastAPI Skeleton App to serve machine learning models production-ready.

fastapi machine-learning model-serving python python3

Last synced: 15 Mar 2025

https://github.com/DeutscheKI/tevr-asr-tool

State-of-the-art (ranked #1 Aug 2022) German Speech Recognition in 284 lines of C++. This is a 100% private 100% offline 100% free CLI tool.

asr c-plus-plus command-line-tool debian debian-package deep-learning german-speech-recognition kenlm language-model machine-learning no-cloud offline pretrained-models private speech speech-recognition speech-to-text tensorflow tensorflow-lite wave

Last synced: 13 Apr 2025

https://github.com/jmrichardson/tuneta

Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models

correlation finance hyperparameter-optimization machine-learning optimize optuna pareto-front stock-market stocks technical-analysis technical-indicators trading trading-systems tune

Last synced: 30 Mar 2025

https://github.com/wuba/dl_inference

通用深度学习推理工具，可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。

ai caffe deep-learing inference machine-learning pytorch tensorflow

Last synced: 29 Apr 2025

https://github.com/mjdietzx/SimGAN

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

deep-learning gan generative-adversarial-network keras machine-learning neural-networks simulated-unsupervised-learning simulations tensorflow

Last synced: 19 Jul 2025

https://github.com/gautam-j/machine-learning

Implementation of different ML Algorithms from scratch, written in Python 3.x

ai artificial-intelligence classification machine-learning machine-learning-algorithms python regression sklearn

Last synced: 05 Apr 2025

https://github.com/arjunmann73/Data-Analytics-Projects

:mag_right: Data analysis with real world data sets using Python :mag:

classification datasets machine-learning python regression

Last synced: 10 Apr 2025

https://github.com/yandex-research/rtdl-num-embeddings

(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

ai artificial-intelligence deep-learning machine-learning neural-networks paper python pytorch research

Last synced: 11 Apr 2026

https://github.com/yining1023/machine-learning-for-the-web

Repository for the "Machine Learning for the Web" class at ITP, NYU

machine-learning neural-network pix2pix style-transfer teachable-machine

Last synced: 05 Apr 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-artificial-intelligence 90 awesome-aws 687 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 10,978 Uncategorized 7,947 Books 4,036 fl in top-tier journal 3,220 Scalability 2,960 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 1,656 fl in top ml conference and journal 1,564 Blog Posts 1,538 Paper List 1,494 Year 2022 1,438 Articles & Blogs 1,156 Publications-and-Preprints 1,154 Attack 1,063 Computational Information Geometry 1,052 Research Papers 1,025 Videos 926