Popular GitHub Repositories for Speed Accuracy Tradeoff

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

An open source library for face detection in images. The face detection speed can reach 1000FPS.

Trax — Deep Learning with Clear Code and Speed

High accuracy RAG for answering questions from scientific documents with citations

Alluxio, data orchestration for analytics and machine learning in the cloud

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

Supercharge Your LLM with the Fastest KV Cache Layer

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

IDA plugin which queries language models to speed up reverse-engineering

MemU is an open-source memory framework for AI companions—high accuracy, fast retrieval, low cost. It acts as an intelligent "memory folder" that adapts to different scenarios, from different companions senarios.

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

pip install antialiased-cnns to improve stability and accuracy

A lightweight, self-hosted headless browser automation platform. Designed as an alternative to Browserless, built for speed, privacy, and scalability.

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

A Vue 3 renderer specifically built for AI-powered streaming Markdown: Monaco incremental, Mermaid progressive, and KaTeX formula speed, with real-time updates and no jitter, ready to use out of the box.

YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)