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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/salesforce/TransmogrifAI

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

ai automated-machine-learning automl dsl einstein estimators feature-engineering features machine-learning ml pipelines salesforce scala spark sparkml structured-data transformations transformers transmogrification transmogrify

Last synced: 31 Jul 2024

https://github.com/openvinotoolkit/openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

computer-vision deep-learning inference machine-learning openvino

Last synced: 01 Aug 2024

https://github.com/Machine-Learning-Tokyo/Interactive_Tools

Interactive Tools for Machine Learning, Deep Learning and Math

deep-learning interactive-tools machine-learning

Last synced: 31 Jul 2024

https://github.com/google-research-datasets/Objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

3d 3d-reconstruction 3d-vision ai augmented-reality computer-vision dataset deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/quantumblacklabs/causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

bayesian-inference bayesian-networks causal-inference causal-models causal-networks causalnex data-science machine-learning

Last synced: 04 Aug 2024

https://github.com/mckinsey/causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

bayesian-inference bayesian-networks causal-inference causal-models causal-networks causalnex data-science machine-learning

Last synced: 01 Aug 2024

https://github.com/PennyLaneAI/pennylane

PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.

autograd automatic-differentiation cirq deep-learning differentiable-computing hacktoberfest jax machine-learning neural-network optimization python pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning strawberryfields tensorflow

Last synced: 31 Jul 2024

https://github.com/datawhalechina/thorough-pytorch

PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/

deep-learning machine-learning python pytorch

Last synced: 03 Aug 2024

https://github.com/Accenture/AmpliGraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

graph-embeddings graph-representation-learning knowledge-graph knowledge-graph-embeddings machine-learning relational-learning representation-learning

Last synced: 01 Aug 2024

https://github.com/DerwenAI/pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

graph-algorithms machine-learning natural-language natural-language-processing nlp python spacy spacy-extension summarization textgraphs textrank

Last synced: 31 Jul 2024

https://github.com/uptrain-ai/uptrain

UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.

autoevaluation evaluation experimentation hallucination-detection jailbreak-detection llm-eval llm-prompting llm-test llmops machine-learning monitoring openai-evals prompt-engineering root-cause-analysis

Last synced: 01 Aug 2024

https://github.com/deepklarity/jupyter-text2code

A proof-of-concept jupyter extension which converts english queries into relevant python code

jupyter-notebook machine-learning python

Last synced: 31 Jul 2024

https://github.com/tensorflow/tfx

TFX is an end-to-end platform for deploying production ML pipelines

apache-beam machine-learning tensorflow

Last synced: 02 Aug 2024

https://github.com/Nixtla/nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

anomaly-detection artificial-intelligence deep-learning forecasting generative-ai-time-series gpt gpts llm machine-learning time-series time-series-forecasting timegpt

Last synced: 01 Aug 2024

https://github.com/nixtla/nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

anomaly-detection artificial-intelligence deep-learning forecasting generative-ai-time-series gpt gpts llm machine-learning time-series time-series-forecasting timegpt

Last synced: 02 Aug 2024

https://github.com/enpeizhao/CVprojects

computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)

computer-vision cpp cuda deep-learning embedded-systems machine-learning python tensorrt

Last synced: 31 Jul 2024

https://github.com/ajbrock/Neural-Photo-Editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 30 Jul 2024

https://github.com/avinashkranjan/Amazing-Python-Scripts

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

artificial-intelligence hacktoberfest machine-learning projects python python-projects python-scripts speech webcam

Last synced: 31 Jul 2024

https://github.com/bgshih/crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

computer-vision machine-learning ocr sequence-recognition torch7

Last synced: 02 Aug 2024

https://github.com/aws/sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

aws huggingface machine-learning mxnet python pytorch sagemaker tensorflow

Last synced: 02 Aug 2024

https://github.com/bangoc123/learn-machine-learning-in-two-months

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

javascript jupyter-notebook machine-learning machine-learning-tutorials numpy python python-tutorials python3 tensorflow tensorflow-experiments tensorflow-tutorials

Last synced: 01 Aug 2024

https://github.com/cerlymarco/MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

artificial-intelligence data-science deep-learning machine-learning notebooks

Last synced: 02 Aug 2024

https://github.com/metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

automl data-engineering data-science deep-learning feature-engineering feature-extraction kubernetes machine-learning neural-networks personalization ranking scala search

Last synced: 01 Aug 2024

https://github.com/mapbox/robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

aerial-imagery machine-learning openstreetmap satellite-imagery segmentation

Last synced: 01 Aug 2024

https://github.com/Lightning-AI/torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 31 Jul 2024

https://github.com/azavea/raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation

Last synced: 31 Jul 2024

https://github.com/ermig1979/Simd

C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, VMX(Altivec) and VSX(Power7) for PowerPC, NEON for ARM.

altivec amx arm avx avx512 c-plus-plus haar-cascade image-processing lbp machine-learning neon neural-network powerpc simd simd-library sse vsx

Last synced: 30 Jul 2024

https://github.com/rednaga/APKiD

Android Application Identifier for Packers, Protectors, Obfuscators and Oddities - PEiD for Android

android android-protect-apps android-protection antivirus appshielding machine-learning malware-analysis malware-detection malware-research packers rasp yara yara-forensics

Last synced: 04 Aug 2024

https://github.com/ICT-BDA/EasyML

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

big-data-analytics learning-platform machine-learning machine-learning-platform machine-learning-studio

Last synced: 31 Jul 2024

https://github.com/jindongwang/MachineLearning

一些关于机器学习的学习资料与研究介绍

activity-recognition machine-learning transfer-learning

Last synced: 01 Aug 2024

https://github.com/NiuTrans/ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

deep-learning machine-learning natural-language-processing neural-networks paper-list surveys

Last synced: 30 Jul 2024

https://github.com/r9y9/deepvoice3_pytorch

PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models

end-to-end machine-learning multi-speaker python pytorch speech-processing speech-synthesis tts

Last synced: 01 Aug 2024

https://github.com/quic/aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

auto-ml compression deep-learning deep-neural-networks machine-learning network-compression network-quantization open-source opensource pruning quantization

Last synced: 01 Aug 2024

https://github.com/Eventual-Inc/Daft

Distributed DataFrame for Python designed for the cloud, powered by Rust

big-data data-engineering data-science dataframe distributed-computing machine-learning python rust

Last synced: 01 Aug 2024

https://github.com/lakshayg/tensorflow-build-archived

TensorFlow binaries supporting AVX, FMA, SSE

machine-learning simd-instructions tensorflow

Last synced: 01 Aug 2024

https://github.com/githubharald/SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow

Last synced: 31 Jul 2024

https://github.com/Palashio/libra

Ergonomic machine learning for everyone.

auto-ml machine-learning neural-networks

Last synced: 01 Aug 2024

https://github.com/tensorflow/privacy

Library for training machine learning models with privacy for training data

machine-learning privacy

Last synced: 01 Aug 2024

https://github.com/mJackie/RecSys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

ctr ctr-prediction machine-learning recommendation-system recommender-system

Last synced: 31 Jul 2024

https://github.com/learning-at-home/hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

asynchronous-programming asyncio deep-learning dht distributed-systems distributed-training hivemind machine-learning mixture-of-experts neural-networks pytorch volunteer-computing

Last synced: 01 Aug 2024

https://github.com/fugue-project/fugue

A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.

dask data-practitioners distributed distributed-computing distributed-systems machine-learning pandas spark sql

Last synced: 31 Jul 2024

https://github.com/MrForExample/ComfyUI-3D-Pack

An extensive node suite that enables ComfyUI to process 3D inputs (Mesh & UV Texture, etc) using cutting edge algorithms (3DGS, NeRF, etc.)

comfy comfyui machine-learning

Last synced: 03 Aug 2024

https://github.com/labmlai/labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

analytics deep-learning experiment fastai keras keras-tensorflow machine-learning mobile pytorch pytorch-lightning tensorboard tensorflow tensorflow2 visualization

Last synced: 31 Jul 2024

https://github.com/MrNothing/AI-Blocks

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

ai-blocs artificial-intelligence deep-learning machine-learning modular neural-networks python tensorflow wysiwyg

Last synced: 30 Jul 2024

https://github.com/archinetai/audio-ai-timeline

A timeline of the latest AI models for audio generation, starting in 2023!

artificial-intelligence audio-generation machine-learning

Last synced: 31 Jul 2024

https://github.com/szilard/benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

data-science deep-learning gradient-boosting-machine h2o machine-learning python r random-forest spark xgboost

Last synced: 30 Jul 2024

https://github.com/minimaxir/automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

automl keras machine-learning python tensorflow xgboost

Last synced: 01 Aug 2024

https://github.com/unrealcv/unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

computer-vision embodied-ai machine-learning simulation synthetic-data ue4 virtual-worlds

Last synced: 01 Aug 2024

https://github.com/byzer-org/byzer-lang

Byzer (former MLSQL): A low-code open-source programming language for data pipeline, analytics and AI.

bigdata machine-learning mlsql sql-like-dsl

Last synced: 08 Aug 2024

https://github.com/diffgram/diffgram

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

annotation annotation-tool annotations data data-analytics data-annotation data-science datasets datastore deep-learning image-annotation kubernetes labeling machine-learning training-data video-annotation

Last synced: 30 Jul 2024

https://github.com/michaelgutmann/ml-pen-and-paper-exercises

Pen and paper exercises in machine learning

exercises-solutions machine-learning mathematics

Last synced: 31 Jul 2024

https://github.com/vitoplantamura/OnnxStream

Lightweight inference library for ONNX files, written in C++. It can run SDXL on a RPI Zero 2 but also Mistral 7B on desktops and servers.

llama machine-learning mistral onnx raspberry-pi stable-diffusion tinyml

Last synced: 01 Aug 2024

https://github.com/imgcook/imgcook

Generate pages from any sketch or images.

design-to-code frontend machine-learning

Last synced: 31 Jul 2024

https://github.com/shashankvemuri/Finance

150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data

algorithmic-trading data-science finance machine-learning pandas python quantitative-finance stock stock-market stocks technical-indicators trading-strategies

Last synced: 01 Aug 2024