Repository Index

AirLLM 2.8T LLM inference with single 4GB GPU

• chinese-nlp
• finetune
• generative-ai
• instruct-gpt

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

• bayesian-methods
• pymc
• mathematical-analysis
• jupyter-notebook

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

The repository host gives no description.

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

• pytorch
• pytorch-lightning
• stable-diffusion
• text-to-image

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

• human-pose-estimation
• realtime
• caffe
• human-behavior-understanding

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

• navier-stokes-equations
• cfd
• jupyter-notebook
• python

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

• projects
• python-projects
• machine-learning
• artificial-intelligence

Automatic Generation of Visualizations and Infographics using Large Language Models

• datavisualization
• llm
• openai
• visualization

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

• ai
• chromadb
• cookbooks
• faiss

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

• pytorch
• deep-learning
• machine-learning
• computer-vision

Qwen-UI-Agent: Towards Next-Generation Real-World Centric Foundation GUI Agent

• gui-agent
• gui-grounding
• gui-navigation
• browser-use

Code for "GVHMR: World-Grounded Human Motion Recovery via Gravity-View Coordinates", Siggraph Asia 2024, TPAMI 2026

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

• nlp
• visualization
• explorables
• natural-language-processing

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

• deep-learning
• bayesian-inference
• pytorch
• reproducible-research

Python library for interactive topic model visualization. Port of the R LDAvis package.

Awesome-pytorch-list 翻译工作进行中......

• pytorch
• python
• machine-learning
• deep-learning

Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.

• jupyter
• jupyter-notebook
• python
• plotting

Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

• social-network
• indiana-university
• network-science
• textbook

Graviton: verify your TEAL program by experiment and observation

• algorand
• avm
• blockchain
• pyteal