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Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
recommenders-team/recommenders503日前17.6k
Best Practices on Recommendation Systems
microsoft/computervision-recipes503日前9.2k
Best Practices, code samples, and documentation for Computer Vision.
deeplearning4j/deeplearning4j503日前13.3k
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
CMU-Perceptual-Computing-Lab/openpose503日前29.3k
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
streamlit/streamlit503日前30.2k
Streamlit — A faster way to build and share data apps.
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Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
ml-tooling/best-of-ml-python503日前15.1k
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
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AUTOMATIC1111/stable-diffusion-webui503日前121.2k
Stable Diffusion web UI
huggingface/transformers503日前120.2k
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pytorch/pytorch503日前75.4k
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opencv/opencv503日前74.1k
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keras-team/keras503日前60.3k
Deep Learning for humans
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《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
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Clone a voice in 5 seconds to generate arbitrary speech in real-time
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Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
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Deep Learning and Reinforcement Learning Library for Scientists and Engineers
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Python Data Science Handbook: full text in Jupyter Notebooks
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ageron/handson-ml503日前25.1k
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
trekhleb/homemade-machine-learning502日前22.3k
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
MLEveryday/100-Days-Of-ML-Code502日前20.5k
100-Days-Of-ML-Code中文版
emilwallner/Screenshot-to-code502日前16.1k
A neural network that transforms a design mock-up into a static website.
plotly/plotly.py502日前14.9k
The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
ydataai/ydata-profiling503日前11.8k
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
marceloprates/prettymaps503日前10.7k
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
dunovank/jupyter-themes508日前9.7k
Custom Jupyter Notebook Themes
aws/amazon-sagemaker-examples503日前9.3k
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
jupyter/docker-stacks502日前7.7k
Ready-to-run Docker images containing Jupyter applications
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Multi-user server for Jupyter notebooks
firmai/industry-machine-learning503日前7.0k
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
lukas-blecher/LaTeX-OCR502日前10.0k
pix2tex: Using a ViT to convert images of equations into LaTeX code.
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Roadmap to becoming an Artificial Intelligence Expert in 2022
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[🔥updating ...] AI 自动量化交易机器人 AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant
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:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling
huggingface/datasets502日前18.0k
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
kailashahirwar/cheatsheets-ai503日前14.9k
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
unifyai/ivy502日前14.0k
The Unified AI Framework
fastai/numerical-linear-algebra503日前9.9k
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
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人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
google/trax502日前7.9k
Trax — Deep Learning with Clear Code and Speed
lanpa/tensorboardX509日前7.8k
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
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Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
stefan-jansen/machine-learning-for-trading502日前11.3k
Code for Machine Learning for Algorithmic Trading, 2nd edition.
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so-vits-svc fork with realtime support, improved interface and more features.
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Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
roboflow/supervision502日前9.6k
We write your reusable computer vision tools. 💜
obss/sahi502日前3.4k
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
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A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
kazuto1011/deeplab-pytorch508日前1.1k
PyTorch re-implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC datasets
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Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
mratsim/Arraymancer505日前1.2k
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
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💫 Industrial-strength Natural Language Processing (NLP) in Python
oxford-cs-deepnlp-2017/lectures503日前15.6k
Oxford Deep NLP 2017 course
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此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code502日前14.7k
500 AI Machine learning Deep learning Computer vision NLP Projects with code
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📺 Discover the latest machine learning / AI courses on YouTube.
open-mmlab/mmpose503日前4.7k
OpenMMLab Pose Estimation Toolbox and Benchmark.
h2oai/h2o-3502日前6.6k
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
onnx/onnx502日前16.4k
Open standard for machine learning interoperability
microsoft/onnxruntime502日前12.0k
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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The "Python Machine Learning (2nd edition)" book code repository and info resource
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AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
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A sketch extractor for anime/illustration.
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Visualizer for neural network, deep learning and machine learning models
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Deezer source separation library including pretrained models.
mozilla/DeepSpeech502日前23.9k
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
d2l-ai/d2l-en502日前20.9k
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Tencent/ncnn502日前18.8k
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Unity-Technologies/ml-agents502日前16.0k
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
lgsvl/simulator508日前2.2k
A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
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3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL
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📘 The interactive computing suite for you! ✨
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All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
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:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list
alexlenail/NN-SVG506日前4.3k
Publication-ready NN-architecture schematics.
google/mediapipe501日前24.8k
Cross-platform, customizable ML solutions for live and streaming media.
thtrieu/darkflow503日前6.1k
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
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MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
sql-machine-learning/sqlflow504日前5.0k
Brings SQL and AI together.
lancedb/lance501日前3.1k
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
diffgram/diffgram504日前1.8k
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.
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📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
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Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
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Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
kserve/kserve501日前2.8k
Standardized Serverless ML Inference Platform on Kubernetes
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Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
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Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
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Serve, optimize and scale PyTorch models in production
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Open deep learning compiler stack for cpu, gpu and specialized accelerators
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Lightning fast C++/CUDA neural network framework
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A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
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☁️ Build multimodal AI applications with cloud-native stack