ml

There are 345 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++ 184844
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 68828
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 49310
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 pytorch darknet numpy safetensors
Language:JavaScript 27222
mindsdb / mindsdb
The platform for building 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 26061
ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
deep-learning deprecated distributed jupyter-notebook machine-learning ml neural-network python scikit-learn tensorflow
Language:Jupyter Notebook 25157
mlflow / mlflow
Open source platform for the machine learning lifecycle
ai apache-spark machine-learning ml mlflow model-management
Language:Python 18198
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 17541
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
automl chatgpt data-analysis data-science data-visualization data-visualizations deep-learning gpt gpt-3 jax keras machine-learning ml nlp python pytorch scikit-learn tensorflow transformer
16195
kubeflow / kubeflow
Machine Learning Toolkit for Kubernetes
ml kubernetes minikube tensorflow notebook google-kubernetes-engine jupyter machine-learning kubeflow
Language:TypeScript 14116
visenger / awesome-mlops
A curated list of references for MLOps
ai data-science devops engineering federated-learning machine-learning ml mlops software-engineering
12399
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 11060
google / dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
ai google ml rl tensorflow
Language:Jupyter Notebook 10438
bentoml / OpenLLM
Run any open-source LLMs, such as Llama 3.1, Gemma, 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 9611
dotnet / machinelearning
ML.NET is an open source and cross-platform machine learning framework for .NET.
machine-learning algorithms dotnet ml
Language:C# 8972
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 8767
StableStudio
Stability-AI / StableStudio
Community interface for generative AI
frontend ml stability-ai stable-diffusion
Language:TypeScript 8558
alibaba / MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
arm convolution deep-learning deep-neural-networks embedded-devices machine-learning ml mnn vulkan winograd-algorithm
Language:C++ 8553
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 8415
Unstructured-IO / unstructured
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
deep-learning document-parsing machine-learning nlp ocr information-retrieval data-pipelines ml preprocessing pdf-to-text natural-language-processing pdf pdf-to-json document-image-analysis donut document-image-processing document-parser docx langchain llm
Language:HTML 8155
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 7991
metaflow
Netflix / metaflow
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
ai aws azure data-science datascience gcp high-performance-computing kubernetes machine-learning ml ml-infrastructure ml-platform mlops model-management productivity python r r-package reproducible-research rstats
Language:Python 7963
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 6369
tensorflow / serving
A flexible, high-performance serving system for machine learning models
cpp deep-learning deep-neural-networks machine-learning ml neural-network python serving tensorflow
Language:C++ 6152
rustformers / llm
[Unmaintained, see README] An ecosystem of Rust libraries for working with large language models
ai ggml llm ml rust
Language:Rust 6058
postgresml / postgresml
Postgres with GPUs for ML/AI apps.
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 5847
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++ 5842
feast-dev / feast
The Open Source Feature Store for Machine Learning
machine-learning features ml big-data feature-store python mlops data-engineering data-science data-quality
Language:Python 5436
flashlight / flashlight
A C++ standalone library for machine learning
flashlight machine-learning autograd cpp deep-learning neural-network ml
Language:C++ 5233
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 5099
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 5037
superduper
superduper-io / superduper
Superduper: Transform your database into your AI platform! Integrate AI models and machine learning workflows with your database to implement custom AI applications, without moving your data. Including streaming inference, scalable model hosting, 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 4618
dotnet / machinelearning-samples
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
algorithms csharp dotnet machine-learning ml
Language:PowerShell 4443
makcedward / nlpaug
Data augmentation for NLP
adversarial-attacks adversarial-example ai artificial-intelligence augmentation data-science machine-learning ml natural-language-processing nlp
Language:Jupyter Notebook 4388
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
4371
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 4042