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Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
Awesome-LLM: a curated list of Large Language Model
A list of learning materials to understand databases internals
A one-stop data processing system to make data higher-quality, juicier, and more digestible for (multimodal) LLMs! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷为大模型提供更高质量、更丰富、更易”消化“的数据！
A list of papers on Generative Adversarial (Neural) Networks
(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.
📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activelo…
📚深入浅出数据库存储：数据库理论、关系型数据库、文档型数据库、键值型数据库、New SQL、搜索引擎、数据仓库与 OLAP、大数据与数据中台
《剑指 Offer》 Python, Java, C++ 解题代码，LeetBook《图解算法数据结构》配套代码仓
Papers, Surveys, and Related Materials for Incremental Computation
[NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
A PyTorch implementation of EfficientNet
Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Matrix and Tensor Completion for Background Model Initialization
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
Brevitas: neural network quantization in PyTorch
Pure python implementation of product quantization for nearest neighbor search
unoffical and work in progress PyTorch implementation of CutPaste