ml

There are 337 repositories under ml topic.

tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
deep-learning deep-neural-networks distributed machine-learning ml neural-network python tensorflow
Language:C++ 182837
ML-For-Beginners
microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
data-science education machine-learning machine-learning-algorithms machinelearning machinelearning-python ml python r scikit-learn scikit-learn-python
Language:HTML 67240
yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
yolov3 yolov5 object-detection pytorch onnx coreml ios tflite yolo deep-learning machine-learning ml ultralytics
Language:Python 47348
netron
lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
neural-network deep-learning machine-learning deeplearning machinelearning ai ml visualizer onnx keras tensorflow tensorflow-lite coreml caffe pytorch paddle darknet
Language:JavaScript 26319
ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
tensorflow scikit-learn machine-learning python deep-learning neural-network ml distributed jupyter-notebook deprecated
Language:Jupyter Notebook 25099
mindsdb / mindsdb
The platform for customizing AI from enterprise data
ai ai-agents artificial-intelligence auto-gpt chatbot database forecasting gpt gpt4all hacktoberfest huggingface llm machine-learning ml mongodb mysql postgres semantic-search timeseries
Language:Python 21453
mlflow / mlflow
Open source platform for the machine learning lifecycle
machine-learning ai ml mlflow apache-spark model-management
Language:Python 17400
onnx / onnx
Open standard for machine learning interoperability
deep-learning deep-neural-networks neural-network onnx pytorch mxnet tensorflow keras scikit-learn ml machine-learning dnn
Language:Python 16945
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras data-visualizations deep-learning automl ml jax transformer data-analysis chatgpt gpt gpt-3
15665
kubeflow / kubeflow
Machine Learning Toolkit for Kubernetes
ml kubernetes minikube tensorflow notebook google-kubernetes-engine jupyter machine-learning kubeflow
Language:TypeScript 13748
visenger / awesome-mlops
A curated list of references for MLOps
ai data-science devops engineering federated-learning machine-learning ml mlops software-engineering
11828
ludwig
ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
deep-learning deeplearning deep learning machine-learning machinelearning natural-language-processing natural-language computer-vision data-centric data-science pytorch neural-network ml llm llm-training fine-tuning llama mistral llama2
Language:Python 10859
google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
rl ml ai google tensorflow
Language:Jupyter Notebook 10377
bentoml / OpenLLM
Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud.
llm llmops model-inference falcon fine-tuning stablelm llm-serving llama mpt vicuna bentoml llama2 llm-inference llm-ops open-source-llm openllm ai mistral ml mlops
Language:Python 8926
dotnet / machinelearning
ML.NET is an open source and cross-platform machine learning framework for .NET.
machine-learning algorithms dotnet ml
Language:C# 8860
pycaret / pycaret
An open-source, low-code machine learning library in Python
data-science citizen-data-scientists python machine-learning pycaret ml gpu time-series regression classification anomaly-detection clustering
Language:Jupyter Notebook 8488
facebookarchive / caffe2
Caffe2 is a lightweight, modular, and scalable deep learning framework.
ai artificial-intelligence caffe2 deep-learning deep-neural-networks machine-learning ml
Language:Shell 8420
StableStudio
Stability-AI / StableStudio
Community interface for generative AI
frontend ml stability-ai stable-diffusion
Language:TypeScript 8420
alibaba / MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
mnn convolution vulkan embedded-devices winograd-algorithm machine-learning deep-learning ml deep-neural-networks arm
Language:C++ 8337
activeloopai / deeplake
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
datasets deep-learning machine-learning data-science pytorch tensorflow data-version-control python ai ml mlops computer-vision cv image-processing datalake langchain llm large-language-models vector-database vector-search
Language:Python 7749
metaflow
Netflix / metaflow
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
machine-learning data-science productivity model-management ai ml ml-platform ml-infrastructure python r rstats reproducible-research r-package mlops datascience high-performance-computing kubernetes aws azure gcp
Language:Python 7644
Unstructured-IO / unstructured
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
data-pipelines deep-learning document-image-analysis document-image-processing document-parser document-parsing docx donut information-retrieval langchain llm machine-learning ml natural-language-processing nlp ocr pdf pdf-to-json pdf-to-text preprocessing
Language:HTML 6755
likedan / Awesome-CoreML-Models
Largest list of models for Core ML (for iOS 11+)
coreml coreml-model apple machine-learning curated-list coreml-framework coreml-models coremltools awesome-list models model download awesome core-ml ml caffe caffemodel tensorflow-models ios ios11
Language:Python 6253
tensorflow / serving
A flexible, high-performance serving system for machine learning models
machine-learning deep-learning deep-neural-networks python cpp neural-network ml serving tensorflow
Language:C++ 6091
rustformers / llm
An ecosystem of Rust libraries for working with large language models
ai ggml llm ml rust
Language:Rust 5958
oneflow
Oneflow-Inc / oneflow
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
deep-learning machine-learning deep-neural-networks ml distributed neural-network cuda
Language:C++ 5744
postgresml / postgresml
The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
ml machine-learning ai ann artificial-intelligence classification embeddings javascript knn llm postgres python rag regression search sql vector-database approximate-nearest-neighbor-search clustering forecasting
Language:Rust 5483
feast-dev / feast
The Open Source Feature Store for Machine Learning
big-data data-engineering data-quality data-science feature-store features machine-learning ml mlops python
Language:Python 5292
flashlight / flashlight
A C++ standalone library for machine learning
flashlight machine-learning autograd cpp deep-learning neural-network ml
Language:C++ 5166
SynapseML
microsoft / SynapseML
Simple and Distributed Machine Learning
spark pyspark azure scala microsoft ml machine-learning databricks cognitive-services lightgbm http model-deployment deep-learning ai apache-spark data-science synapse big-data onnx opencv
Language:Scala 4981
aimhubio / aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
python ai data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking ml mlflow mlops pytorch tensorboard tensorflow visualization prompt-engineering
Language:Python 4830
superduperdb
SuperDuperDB / superduperdb
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
ai mlops torch transformers mongodb python pytorch ml database data inference distributed-ml llm-inference pretrained-models chatbot semantic-search llm-serving llmops vector-search rag
Language:Python 4406
dotnet / machinelearning-samples
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
machine-learning algorithms dotnet csharp ml
Language:PowerShell 4350
makcedward / nlpaug
Data augmentation for NLP
nlp augmentation machine-learning artificial-intelligence data-science natural-language-processing adversarial-attacks adversarial-example ai ml
Language:Jupyter Notebook 4317
Mathematics-for-ML
dair-ai / Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
ai deep-learning machine-learning mathematics ml
4196
djl
deepjavalibrary / djl
An Engine-Agnostic Deep Learning Framework in Java
deep-learning neural-network ai java mxnet machine-learning deep-neural-networks ml autograd djl pytorch tensorflow onnxruntime
Language:Java 3883