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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
A collection of design patterns/idioms in Python
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
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,…
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
An open-source PAM tool alternative to CyberArk. 广受欢迎的开源堡垒机。
Write scalable load tests in plain Python 🚗💨
Minimal examples of data structures and algorithms in Python
Turn (almost) any Python command line program into a full GUI application with one line
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data…
An open-source RAG-based tool for chatting with your documents.
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
Geometric Computer Vision Library for Spatial AI
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
💎1MB lightweight face detection model (1MB轻量级人脸检测模型)
An open source library for deep learning end-to-end dialog systems and chatbots.
A little Python library for making simple Electron-like HTML/JS GUI apps
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Tra…
OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.