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  • 👋 Hi, I’m Anna
  • 👀 I’m interested in Machine Learning
  • 🌱 I’m currently learning the Recommendation Systems

anna1015's Projects

air icon air

Auxiliary Image Regularization for Deep CNNs with Noisy labels at ICLR 2016

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

gmm_np icon gmm_np

GMM-NPs by Volpp et al., ICLR 2023

it_book icon it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍,没准你想找的书就在这里呢,包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列(常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习,深度学习等等),大数据系列(Spark,Hadoop,Scala,kafka等),程序员必修系列(C、C++、java、数据结构、linux,设计模式、数据库等等)

llm-viz icon llm-viz

3D Visualization of an GPT-style LLM

machinelearning icon machinelearning

Machine learning resources,including algorithm, paper, dataset, example and so on.

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