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einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

最終更新日:503日前
7.7k

donnemartin/data-science-ipython-notebooks
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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.

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Streamlit — A faster way to build and share data apps.

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30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

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google-research/bert
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TensorFlow code and pre-trained models for BERT

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Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

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Functional programming language for signal processing and sound synthesis

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Package to call Python functions from the Julia language

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ageron/handson-ml
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⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

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A neural network that transforms a design mock-up into a static website.

aws/amazon-sagemaker-examples
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Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

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NYU Deep Learning Spring 2020

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numpy/numpy
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The fundamental package for scientific computing with Python.

huggingface/datasets
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🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

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dask/dask
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Parallel computing with task scheduling

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100 numpy exercises (with solutions)

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An open access book on scientific visualization using python and matplotlib

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Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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NumPy aware dynamic Python compiler using LLVM

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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

lanpa/tensorboardX
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tensorboard for pytorch (and chainer, mxnet, numpy, ...)

voicepaw/so-vits-svc-fork
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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.

endernewton/tf-faster-rcnn
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Tensorflow Faster RCNN for Object Detection

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Mask RCNN in TensorFlow

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:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

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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.

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PyTorch re-implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC datasets

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503日前5.0k

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

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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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Oxford Deep NLP 2017 course

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503日前14.7k

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-code
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500 AI Machine learning Deep learning Computer vision NLP Projects with code

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503日前13.5k

📺 Discover the latest machine learning / AI courses on YouTube.

h2oai/h2o-3
503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.

microsoft/onnxruntime
503日前12.0k

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

rasbt/python-machine-learning-book-2nd-edition
505日前7.0k

The "Python Machine Learning (2nd edition)" book code repository and info resource

photoprism/photoprism
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AI-Powered Photos App for the Decentralized Web 🌈💎✨

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Deezer source separation library including pretrained models.

matterport/Mask_RCNN
503日前23.9k

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mozilla/DeepSpeech
503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.

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503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/ncnn
503日前18.8k

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Unity-Technologies/ml-agents
503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.

migueldeicaza/TensorFlowSharp
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TensorFlow API for .NET languages

mrdbourke/tensorflow-deep-learning
503日前4.7k

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

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504日前1.1k

:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

alexlenail/NN-SVG
507日前4.3k

Publication-ready NN-architecture schematics.

thtrieu/darkflow
504日前6.1k

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

janishar/mit-deep-learning-book-pdf
502日前12.1k

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

sql-machine-learning/sqlflow
505日前5.0k

Brings SQL and AI together.

GoogleCloudPlatform/cloudml-samples
506日前1.5k

Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-samples

javascriptdata/danfojs
503日前4.6k

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

lancedb/lance
502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/diffgram
505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.

Lightning-AI/pytorch-lightning
502日前26.2k

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

eriklindernoren/ML-From-Scratch
502日前22.9k

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.

blakeblackshear/frigate
502日前13.6k

NVR with realtime local object detection for IP cameras

pytorch/serve
502日前3.9k

Serve, optimize and scale PyTorch models in production

apache/tvm
503日前10.9k

Open deep learning compiler stack for cpu, gpu and specialized accelerators

NVlabs/tiny-cuda-nn
502日前3.2k

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.