frankQDU's starred repositories
cs-self-learning
计算机自学指南
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
magic-python
Python 黑魔法手册
DeepCTR-Torch
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
awesome-productivity-cn
绝妙的个人生产力（Awesome Productivity - Chinese version）
MAE-pytorch
Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners
team-learning-nlp
主要存储Datawhale组队学习中“自然语言处理”方向的资料。
lofo-importance
Leave One Feature Out Importance
PaddleHelix
Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
nlp-notebook
NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。
TX-WORD2VEC-SMALL
腾讯word2vec模型缩小版
digix2020_ctr_rank1
华为digix算法大赛2020机器学习赛道-ctr预估初赛/决赛rank1
DL-with-Python-and-PyTorch
《Python深度学习基于PyTorch》 Deep Learning with Python and PyTorch 作者：吴茂贵 郁明敏 杨本法 李涛 张粤磊 等
kaggle_otto_rs
3rd Place Solution for the OTTO – Multi-Objective Recommender System Competition