AllenShow's Stars
huggingface/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
d2l-ai/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。
labmlai/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, ... 🧠
microsoft/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
google-research/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
mli/paper-reading
深度学习经典、新论文逐段精读
Dao-AILab/flash-attention
Fast and memory-efficient exact attention
lucidrains/denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
ljpzzz/machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
0voice/expert_readed_books
2021年最新总结，推荐工程师合适读本，计算机科学，软件技术，创业，**类，数学类，人物传记书籍
thu-ml/tianshou
An elegant PyTorch deep reinforcement learning library.
shenweichen/DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
DA-southampton/NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
princewen/tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
wangshusen/RecommenderSystem
labmlai/labml
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
Awesome-Interview/Awesome-Interview
Collection of awesome interview references.
bowang-lab/scGPT
wzhe06/SparkCTR
CTR prediction model based on spark(LR, GBDT, DNN)
CastellanZhang/alphaFM
Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.
titu1994/neural-image-assessment
Implementation of NIMA: Neural Image Assessment in Keras
OmicsML/awesome-deep-learning-single-cell-papers
DA-southampton/Read_Bert_Code
Bert源码阅读与讲解(Pytorch版本)-以BERT文本分类代码为例子
georgian-io/Multimodal-Toolkit
Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
luweiagi/machine-learning-notes
This is the notes of the way of machine learning study. You may find something useful in it.
lucidrains/enformer-pytorch
Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch
madaan/minimal-text-diffusion
A minimal implementation of diffusion models for text generation
atapas/fork-me
Yeah, right. FORK ME!!! Once you fork me, I help you learn forking.
JackieHanLab/TOSICA
Transformer for One-Stop Interpretable Cell-type Annotation
ZJUFanLab/scDeepSort
Cell-type Annotation for Single-cell Transcriptomics using Deep Learning with a Weighted Graph Neural Network