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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.

Here are 126,875 public repositories matching this topic...

BentoML

bentoml / BentoML

The easiest way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Multi-model Inference Graph/Pipelines, LLM/RAG apps, and more!

python machine-learning deep-learning model-serving multimodal mlops ml-engineering llm generative-ai llmops llm-serving model-inference-service llm-inference inference-platform

Updated Jun 10, 2024
Python

spiceai / spiceai

A unified SQL query interface and portable runtime to locally materialize, accelerate, and query datasets from any database, data warehouse, or data lake.

infrastructure data machine-learning sql time-series artificial-intelligence developers

Updated Jun 10, 2024
Rust

perkzen / mbajk-ml-web-service

Web application for predicting the number of available bike stands at one of the MBajk bike stations.

machine-learning nextjs recurrent-neural-networks fastapi

Updated Jun 10, 2024
Jupyter Notebook

shap / shap

A game theoretic approach to explain the output of any machine learning model.

machine-learning deep-learning gradient-boosting interpretability shapley shap explainability

Updated Jun 10, 2024
Jupyter Notebook

sulcer / intelligent_systems_engineering

Structured machine learning project

data-science machine-learning machine-learning-engineering

Updated Jun 10, 2024
HTML

apple / coremltools

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

machine-learning tensorflow pytorch coreml coremltools model-converter model-conversion

Updated Jun 10, 2024
Python

JonathanPollyn / Diabetic-Prediction

Diabetes prediction utilizing established characteristics. The objective of this exercise is to showcase the efficacy of Machine learning. The dataset comprises various health-related attributes gathered to facilitate the creation of predictive models for detecting potential diabetes risks.

python data-science machine-learning predictive-modeling cleansing-data

Updated Jun 10, 2024
Jupyter Notebook

pytorch / pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

python machine-learning deep-learning neural-network gpu numpy autograd tensor

Updated Jun 10, 2024
Python

AITreasureBox

superiorlu / AITreasureBox

🤖 Collect practical AI repos, tools, websites, papers and tutorials on AI. 实用的AI百宝箱 💎

machine-learning ai deep-learning agi openai awesome-list llama gpt alpaca gpt-4 aigc stable-diffusion llms chatgpt llama2

Updated Jun 10, 2024
Ruby

pytorch / TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

machine-learning deep-learning cuda pytorch nvidia jetson tensorrt libtorch

Updated Jun 10, 2024
Python

googleapis / python-bigquery-dataframes

BigQuery DataFrames

python bigquery data-science machine-learning

Updated Jun 10, 2024
Python

ray-project / ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Updated Jun 10, 2024
Python

neurodata / scikit-tree

Scikit-learn compatible decision trees beyond those offered in scikit-learn

python machine-learning random-forest cython scikit-learn decision-trees

Updated Jun 10, 2024
Jupyter Notebook

pytorch / executorch

On-device AI across mobile, embedded and edge for PyTorch

machine-learning mobile embedded deep-learning neural-network gpu tensor

Updated Jun 10, 2024
C++

haifengl / smile

Statistical Machine Intelligence & Learning Engine

Updated Jun 10, 2024
Java

blaz-cerpnjak / traffic-flow-prediction

🌎 🚙📚 Predicting travel times and traffic density on a highway in Slovenia

machine-learning recurrent-neural-networks lstm gru traffic-prediction onnx traffic-flow-prediction onnxruntime onnx-models mlflow-tracking travel-time-prediction evidently

Updated Jun 10, 2024
CSS

Samuele95 / WebCat

Automated discovery and classification of websites content through unsupervised learning approach

python flask machine-learning django deep-neural-networks deep-learning clustering scraping crawling transformer web-scraping unsupervised-learning web-crawling solara clustering-algorithm self-organizing-map bert bert-embeddings

Updated Jun 10, 2024
Python

ffm5113 / python-asl-detection

An ASL detection script utilizing a TensorFlow image classification model trained from scratch. It is tailored to recognize American Sign Language (ASL) alphabet letters from live video streams, and provides documentation covering the neural network architecture, installation, dataset details, training procedures, and real-time detection.

python data-science machine-learning deep-learning neural-network tensorflow keras asl image-classification image-recognition hand-tracking mediapipe asl-alphabet-translator asl-alphabet

Updated Jun 10, 2024
Python

truera / trulens

Evaluation and Tracking for LLM Experiments

machine-learning neural-networks explainable-ml llm llmops

Updated Jun 10, 2024
Jupyter Notebook

Westlake-AI / SemiReward

[ICLR 2024] SemiReward: A General Reward Model for Semi-supervised Learning

machine-learning natural-language-processing computer-vision regression transformer semi-supervised-learning audio-classification weakly-supervised-learning yahoo-answers cifar-100 label-noise esc-50 vision-transformer reward-model

Updated Jun 10, 2024
Python

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