Jayeeeeee

cpython

The Python programming language

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

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, ... 🧠

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

reverse-interview

Questions to ask the company during your interview

paper-reading

深度学习经典、新论文逐段精读

lihang-code

《统计学习方法》的代码实现

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

node-express-course

Paper-Writing-Tips

MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

DeepLearning-MuLi-Notes

Notes about courses Dive into Deep Learning by Mu Li

instructor-embedding

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

neural_collaborative_filtering

Neural Collaborative Filtering

BERT-NER

Pytorch-Named-Entity-Recognition-with-BERT

seqeval

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

GENRE

Autoregressive Entity Retrieval

Hands-On-Data-Analysis-with-Pandas

Materials for following along with Hands-On Data Analysis with Pandas.

BERT4Rec-VAE-Pytorch

Pytorch implementation of BERT4Rec and Netflix VAE.

R-BERT

Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

book

Hands-On Data Visualization: Interactive Storytelling from Spreadsheets to Code is an open-access book, also published with O'Reilly Media.

language-models

pre-trained Language Models

AI_Learning_Materials

GraphRec_PyTorch

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

Parser-v1

Neural-Attentive-Session-Based-Recommendation-PyTorch

A PyTorch implementation of Neural Attentive Session Based Recommendation (NARM)

NER-Multimodal-pytorch

Pytorch Implementation of "Adaptive Co-attention Network for Named Entity Recognition in Tweets" (AAAI 2018)

sentiment_graphs

Graph parsing approach to structured sentiment analysis.

python-template

Python template code