caihaihua057200

paper-reading

深度学习经典、新论文逐段精读

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

MachineLearning

Basic Machine Learning and Deep Learning

tuning_playbook_zh_cn

一本系统地教你将深度学习模型的性能最大化的战术手册。

quantitative

量化交易：python3

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

FinGLM

FinGLM: 致力于构建一个开放的、公益的、持久的金融大模型项目，利用开源开放来促进「AI+金融」。

torchdrug

A powerful and flexible machine learning platform for drug discovery

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

stock_market

AI2BMD

AI-powered ab initio biomolecular dynamics simulation

Brats21_KAIST_MRI_Lab

Codes and pretrained weights for winning submission of 2021 Brain Tumor Segmentation (BraTS) Challenge

abdockgen

stock_prediction-based-on-lstm-and-transformer

RetroExplainer

RetroExplainer: A chemical knowledge and deep-leaning guided molecular assembly approach for retrosynthesis prediction with quantitative interpretability

CGRtools

CGRs, molecules and reactions manipulation

novel-materials-screening

Screening the Materials Project for novel materials to be synthesized by the autonomous laboratory (A-Lab).

LocalMapper

Precise reaction atom-to-atom mapping with LocalMapper

simulate-annealing-algorithm

模拟退火算法实现tsp最短路径问题

lsfml

Enabling late-stage drug diversification by high-throughput experimentation with geometric deep learning

ReactionT5

lungegfr

ReactionT5v2

suzuki_yield_predict_external

stock_market

NeurIPS2024-BELKA-0.480-in-public-LB

6 models that use the fingerprint/atom/SMILES-level features for representating molecules.

Deep-Learning

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

Machine-Learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

slap-platform

Code to accompany the paper describing the SLAP platform

hill_climbing_method

The project is used to solve the shortest path problem for TSP by hill climbing algorithm with python. Meanwhile, it's achieved by Dijkstra algorithm to compare.