Implementing the 4 agentic patterns from scratch
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Complex code hides connections, workflows, and business risks.Unvibe complex code. Trace business workflows.
- business-logic
- code-analysis
- code-understanding
- codebase-analysis
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
- ade20k
- cityscapes
- coco
- image-segmentation
《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。
- machine-learning
- deep-learning
- artificial-intelligence
- theoretical-machine-learning
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
- text-analytics
- text-summarization
- text-classification
- python
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.
- pytorch-quantum
- quantum
- quantum-machine-learning
- neural-network
Python Deep Dive Course - Accompanying Materials
Synthetic data generators for tabular and time-series data
- gan-architectures
- gan
- deep-learning
- synthetic-data
Unified Training of Universal Time Series Forecasting Transformers
- deep-learning
- forecasting
- machine-learning
- pre-trained-models
General Assembly's 2015 Data Science course in Washington, DC
[ICLR'24] Official PyTorch Implementation of Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors
- image-to-3d
- 3d-generation
- diffusion-models
Pilot course for Robotics 101: Computational Linear Algebra
Machine Learning University: Accelerated Computer Vision Class
A powerful tool for automated LLM fuzzing. It is designed to help developers and security researchers identify and mitigate potential jailbreaks in their LLM APIs.
Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
- face-recognition
- caffe
- sphereface
- cvpr-2017
[ACM MM 2024] This is the official code for "AniTalker: Animate Vivid and Diverse Talking Faces through Identity-Decoupled Facial Motion Encoding"
Seed1.5-VL, a vision-language foundation model designed to advance general-purpose multimodal understanding and reasoning, achieving state-of-the-art performance on 38 out of 60 public benchmarks.
- cookbook
- large-language-model
- multimodal-large-language-models
- vision-language-model
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.
- chatgpt
- dalle2
- data-science
- deep-learning
Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽
- reinforcement-learning
- deep-reinforcement-learning
KoAlpaca: 한국어 명령어를 이해하는 오픈소스 언어모델 (KoAlpaca: An open-source language model to understand Korean instructions)
- alpaca
- koalpaca
- korean-nlp
- llama
Open-source implementation of Google Vizier for hyper parameters tuning
- ml
- dl
- hyperparameters
- optimization
This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models
- amazon-bedrock
- bedrock
- embeddings
- generative-ai
Google Colaboratory Notebooks and Repositories (by @firmai)
- google-colab
- google-colab-notebook
- jupyter-notebook
- machine-learning