Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Repository Index
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Automatic Generation of Visualizations and Infographics using Large Language Models
- datavisualization
- llm
- openai
- visualization
An Open-Source Python3 tool with SMALL models for recognizing layouts, tables, math formulas (LaTeX), and text in images, converting them into Markdown format. A free alternative to Mathpix, empowering seamless conversion of visual content into text-based representations. 80+ languages are supported.
Massively parallel rigidbody physics simulation on accelerator hardware.
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
A python library for decision tree visualization and model interpretation.
A high performance implementation of HDBSCAN clustering.
- machine-learning
- machine-learning-algorithms
- clustering
- clustering-algorithm
NMA Computational Neuroscience course
- neuroscience
- machine-learning
- dynamic-systems
- stochastic-processes
An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.
- interactive-segmentation
- segment-anything
- segment-anything-model
- video-object-segmentation
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
Free hands-on digital forensics labs for students and faculty
- cybersecurity
- digital
- education
- forensics
A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
Keras documentation, hosted live at keras.io
The Python Code Tutorials
- python
- python3
- scapy
- ethical-hacking
[SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation
- controlnet
- diffusion
- video-processing
LLM Finetuning with peft
- falcon
- fine-tuning
- huggingface
- llama
Making Protein folding accessible to all!
- bioinformatics
- multiple-sequence-alignment
- protein-structure
- structure-prediction
Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022
- feature-matching
- pose-estimation
- 3d-vision
Introduction to Deep Neural Networks with Keras and Tensorflow
- tensorflow
- python
- tutorial
- deep-learning
📚 《Deep Agents 实战》—— LangChain 官方大使出品，基于 LangChain / LangGraph 生态，从零构建生产级 AI Agent 的完整指南
- agentic-ai
- ai-agents
- astro
- chinese
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
An open-source audio wake word (or phrase) detection framework with a focus on performance and simplicity.
Repo for AI Agents The Definitive Guide
- ai-agents
- benchmarks
- deployment
- langchain