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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/pm4py/pm4py-source

Public repository for the PM4Py (Process Mining for Python) project.

data-mining data-science machine-learning process-mining python

Last synced: 07 Aug 2024

https://github.com/pm4py/pm4py-core

Public repository for the PM4Py (Process Mining for Python) project.

data-mining data-science machine-learning process-mining python

Last synced: 02 Aug 2024

https://github.com/HumanCompatibleAI/overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

artificial-intelligence deep-learning machine-learning pytorch reinforcement-learning

Last synced: 02 Aug 2024

https://github.com/dgarnitz/vectorflow

VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.

ai data-engineering embeddings machine-learning nlp vectors

Last synced: 03 Sep 2024

https://github.com/stratosphereips/StratosphereLinuxIPS

Slips, a free software behavioral Python intrusion prevention system (IDS/IPS) that uses machine learning to detect malicious behaviors in the network traffic. Stratosphere Laboratory, AIC, FEL, CVUT in Prague.

ai docker endpoint-protection gsoc-2023 gsoc-2024 ids intrusion-detection-system intrusion-prevention-system ips machine-learning network-analysis network-security pcap stratosphere-ips zeek

Last synced: 01 Aug 2024

https://github.com/locuslab/qpth

A fast and differentiable QP solver for PyTorch.

deep-learning machine-learning optimization pytorch quadratic-programming

Last synced: 01 Aug 2024

https://github.com/tensorflow/decision-forests

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

decision-forest decision-trees gradient-boosting interpretability keras machine-learning ml python random-forest tensorflow

Last synced: 02 Aug 2024

https://github.com/owulveryck/onnx-go

onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.

go gorgonia machine-learning neural-network onnx open-source protobuf software2

Last synced: 30 Jul 2024

https://github.com/rougier/ML-Recipes

A collection of stand-alone Python machine learning recipes

algorithm awesome machine-learning neural-network python recipes reinforcement-learning

Last synced: 01 Aug 2024

https://github.com/saltudelft/ml4se

A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

ai4code ai4se code datasets deep-learning llm4code machine-learning ml4code ml4se papers research software-engineering theses tools tudelft

Last synced: 01 Aug 2024

https://github.com/arunponnusamy/cvlib

A simple, high level, easy to use, open source Computer Vision library for Python.

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

Last synced: 03 Aug 2024

https://github.com/Ranlot/single-parameter-fit

Real numbers, data science and chaos: How to fit any dataset with a single parameter

chaos-theory goodness-of-fit machine-learning

Last synced: 31 Jul 2024

https://github.com/mandiant/stringsifter

A machine learning tool that ranks strings based on their relevance for malware analysis.

fireeye-data-science fireeye-flare learning-to-rank machine-learning malware-analysis reverse-engineering strings

Last synced: 31 Jul 2024

https://github.com/fireeye/stringsifter

A machine learning tool that ranks strings based on their relevance for malware analysis.

fireeye-data-science fireeye-flare learning-to-rank machine-learning malware-analysis reverse-engineering strings

Last synced: 06 Aug 2024

https://github.com/ankane/eps

Machine learning for Ruby

automl machine-learning rubyml

Last synced: 06 Aug 2024

https://github.com/IntelPython/sdc

Numba extension for compiling Pandas data frames, Intelยฎ Scalable Dataframe Compiler

big-data compilers machine-learning numpy pandas parallel-computing python

Last synced: 03 Aug 2024

https://github.com/fastai/fastai2

Temporary home for fastai v2 while it's being developed

data-science deep-learning fastai jupyter machine-learning nbdev python pytorch

Last synced: 07 Aug 2024

https://github.com/BlackHC/tfpyth

Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).

machine-learning pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/techascent/tech.ml.dataset

A Clojure high performance data processing system

clojure csv dataframe datascience dataset etl-pipeline java machine-learning xlsx

Last synced: 01 Aug 2024

https://github.com/rbbrdckybk/ai-art-generator

For automating the creation of large batches of AI-generated artwork locally.

clip-guided-diffusion deep-learning generative-art image-generation machine-learning stable-diffusion vqgan-clip

Last synced: 03 Aug 2024

https://github.com/perone/euclidesdb

A multi-model machine learning feature embedding database

cpp database deep-learning machine-learning pytorch search

Last synced: 02 Aug 2024

https://github.com/kubeflow-kale/kale

Kubeflowโ€™s superfood for Data Scientists

jupyter-notebook kubeflow kubeflow-pipelines machine-learning

Last synced: 31 Jul 2024

https://github.com/rstojnic/lazydata

Lazydata: Scalable data dependencies for Python projects

data-science datamanagement machine-learning python

Last synced: 31 Jul 2024

https://github.com/gregversteeg/corex_topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

information-theory machine-learning python topic-modeling unsupervised-learning

Last synced: 02 Aug 2024

https://github.com/TrainingByPackt/Data-Science-Projects-with-Python

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

data-science machine-learning numpy pandas pandas-dataframe python scikit-learn

Last synced: 01 Aug 2024

https://github.com/cerndb/dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

apache-spark data-parallelism data-science deep-learning distributed-optimizers hadoop keras machine-learning optimization-algorithms tensorflow

Last synced: 03 Aug 2024

https://github.com/Tessellate-Imaging/Monk_Object_Detection

A one-stop repository for low-code easily-installable object detection pipelines.

computervision deeplearning hacktoberfest machine-learning python3

Last synced: 02 Aug 2024

https://github.com/elastic/eland

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

big-data data-analysis dataframe dataframes eland elasticsearch etl lightgbm machine-learning pandas python scikit-learn time-series-forecasting

Last synced: 02 Aug 2024

https://github.com/huggingface/dataset-viewer

Lightweight web API for visualizing and exploring any dataset - computer vision, speech, text, and tabular - stored on the Hugging Face Hub

api-rest data datasets huggingface machine-learning nlp

Last synced: 09 Aug 2024

https://github.com/wanmeihuali/taichi_3d_gaussian_splatting

An unofficial implementation of paper 3D Gaussian Splatting for Real-Time Radiance Field Rendering by taichi lang.

3d-reconstruction 3d-rendering computer-graphics computer-vision machine-learning nerf python pytorch real-time-rendering taichi

Last synced: 01 Aug 2024

https://github.com/tensorflow/tcav

Code for the TCAV ML interpretability project

interpretability machine-learning tcav

Last synced: 03 Aug 2024

https://github.com/michaelthwan/searchGPT

Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.

ai chatgpt grounded-api grounded-bot language-model llm machine-learning nlp nlp-machine-learning openai python retrieval retrieval-model

Last synced: 02 Aug 2024

https://github.com/alankbi/detecto

Build fully-functioning computer vision models with PyTorch

computer-vision faster-rcnn machine-learning object-detection python pytorch

Last synced: 30 Jul 2024

https://github.com/Jakobovski/free-spoken-digit-dataset

A free audio dataset of spoken digits. An audio version of MNIST.

audio dataset machine-learning mnist speech-recognition spoken-digits spoken-language

Last synced: 01 Aug 2024

https://github.com/BlackSamorez/tensor_parallel

Automatically split your PyTorch models on multiple GPUs for training & inference

deep-learning machine-learning natural-language-processing nlp python pytorch pytorch-transformers

Last synced: 09 Aug 2024

https://github.com/rapidsai/raft

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning nearest-neighbors neighborhood-methods primitives random-sampling solvers sparse statistics vector-search vector-similarity vector-store

Last synced: 01 Aug 2024

https://github.com/Neuraxio/Neuraxle

The world's cleanest AutoML library โœจ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.

deep-learning framework hyperparameter-optimization hyperparameter-search hyperparameter-tuning hyperparameters machine-learning neuraxle parallel pipeline pipeline-framework python-library scikit-learn

Last synced: 01 Aug 2024

https://github.com/michaelthwan/searchgpt

Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.

ai chatgpt grounded-api grounded-bot language-model llm machine-learning nlp nlp-machine-learning openai python retrieval retrieval-model

Last synced: 02 Aug 2024

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

Well tested & Multi-language evaluation framework for text summarization.

bleu machine-learning rouge text-summarization

Last synced: 01 Aug 2024

https://github.com/the-super-toys/glimpse-android

A content-aware cropping library for Android

android crop-image machine-learning

Last synced: 31 Jul 2024

https://github.com/Natooz/MidiTok

MIDI / symbolic music tokenizers for Deep Learning models ๐ŸŽถ

deep-learning generative-model machine-learning midi music music-generation music-information-retrieval

Last synced: 01 Aug 2024

https://github.com/jadianes/data-science-your-way

Ways of doing Data Science Engineering and Machine Learning in R and Python

data-frame data-science data-science-engineering exploratory-data-analysis jupyter machine-learning notebook python r tutorial

Last synced: 31 Jul 2024

https://github.com/alegonz/baikal

A graph-based functional API for building complex scikit-learn pipelines.

data-science graph-based machine-learning python scikit-learn

Last synced: 03 Aug 2024

https://github.com/SciPhi-AI/synthesizer

A multi-purpose LLM framework for RAG and data creation.

agents ai artificial-intelligence machine-learning synthetic-data

Last synced: 04 Aug 2024

https://github.com/hrnbot/Basic-Mathematics-for-Machine-Learning

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

ai algebra beginner calculus linear-algebra machine-learning machinelearning-python mathematical-analysis mathematical-functions mathematics maths notebook prerequisites probability python pytorch siraj siraj-raval statistics

Last synced: 02 Aug 2024

https://github.com/translate-tools/linguist

Translate web pages, highlighted text, Netflix subtitles, private messages, speak the translated text, and save important translations to your personal dictionary to learn words even offline

addon ai browser-extension chrome chrome-extension dictionaries firefox firefox-addon firefox-extension machine-learning machine-translation offline-translator plugable productivity react translate translation translator webextension

Last synced: 31 Jul 2024

https://github.com/MycroftAI/mimic2

Text to Speech engine based on the Tacotron architecture, initially implemented by Keith Ito.

deep-learning machine-learning neural-network speech-synthesis tacotron

Last synced: 03 Aug 2024

https://github.com/bminixhofer/nlprule

A fast, low-resource Natural Language Processing and Text Correction library written in Rust.

grammar grammatical-error-correction machine-learning natural-language-processing nlp proofreading rust spellcheck style-checker

Last synced: 31 Jul 2024

https://github.com/charliegerard/gaze-detection

๐Ÿ‘€ Use machine learning in JavaScript to detect eye movements and build gaze-controlled experiences.

creative-coding eye-detection eye-tracking frontend human-computer-interaction javascript machine-learning tensorflow tensorflowjs tfjs

Last synced: 01 Aug 2024

https://github.com/DiffSharp/DiffSharp

DiffSharp: Differentiable Functional Programming

autodiff deep-learning dotnet gpu machine-learning neural-network tensor

Last synced: 02 Aug 2024

https://diffsharp.github.io/DiffSharp/

DiffSharp: Differentiable Functional Programming

autodiff deep-learning dotnet gpu machine-learning neural-network tensor

Last synced: 01 Aug 2024

https://github.com/vinhkhuc/MemN2N-babi-python

End-To-End Memory Networks for bAbI question-answering tasks

machine-learning python question-answering

Last synced: 07 Aug 2024

https://github.com/jina-ai/agentchain

Chain together LLMs for reasoning & orchestrate multiple large models for accomplishing complex tasks

artificial-intelligence blip langchain llm machine-learning multimodal nlproc stable-diffusion whisper

Last synced: 01 Aug 2024

https://github.com/kakao/buffalo

TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

cpp machine-learning matrix-factorization python recommender-system

Last synced: 30 Jul 2024

https://github.com/ch-sa/labelCloud

A lightweight tool for labeling 3D bounding boxes in point clouds.

3d-object-detection 6d-pose-estimation annotation bounding-boxes computer-vision labeling machine-learning point-clouds tool

Last synced: 31 Jul 2024

https://github.com/szymonmaszke/torchlayers

Shape and dimension inference (Keras-like) for PyTorch layers and neural networks

deep-learning framework inference keras layers library machine-learning pytorch shape sota

Last synced: 02 Aug 2024