Repo for AI Agents The Definitive Guide
- ai-agents
- benchmarks
- deployment
- langchain
Repository Index
73,862 visible repositories in the index
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Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.
- clever
Efficient few-shot learning with Sentence Transformers
- few-shot-learning
- nlp
- sentence-transformers
机器学习、深度学习的学习路径及知识总结
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
Bayesian optimisation & Reinforcement Learning library developed by Huawei Noah's Ark Lab
Kandinsky 2 — multilingual text2image latent diffusion model
- image-generation
- text-to-image
- diffusion
- image2image
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
- esl
- statistical-learning
- esl-cn
- r
List of papers, code and experiments using deep learning for time series forecasting
- time-series-forecasting
- lstm-neural-networks
- lstm
- deep-learning
We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
- gat
- graph-attention-networks
- attention-mechanism
- self-attention
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
Repository for benchmarking graph neural networks (JMLR 2023)
- graph-representation-learning
- graph-neural-networks
- benchmark-framework
- graph-deep-learning
The Open Source Memory Layer For Autonomous Agents
Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet
- data-science
- python
- data
- data-visualization
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
- data-science
- python
- dag
- data-engineering
Notebooks, code samples and reference for machine learning and generative ai on Google Cloud for the Advanced Solutions Lab (ASL) bootcamps.
- google-cloud-platform
- machine-learning
- tensorflow
- adk
This is the repo for our new project Highly Accurate Dichotomous Image Segmentation
- background-removal
- deep-learning
- dichotomous-image-segmentation
- computer-vision
TensorFlow Tutorials
- tensorflow-tutorials
- convolutional-neural-networks
- recurrent-neural-networks
This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
- ai
- chromadb
- cookbooks
- faiss
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
- mathematics
- linear-algebra
- python
- jupyter
Face Depixelizer based on "PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models" repository.
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.
动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/