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Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。
detect demographic differences in the output of machine learning models or other assessments
Data and methodology for the Big Mac index
Model summary in PyTorch similar to `model.summary()` in Keras
Distributed Asynchronous Hyperparameter Optimization in Python
This work addresses the need for explainable clinical decision support systems in form of Bayesian networks.
PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).
Jupiter Notebooks to download Tox21 data from PubChem and reformat it for visualisation in DataWarrior
Cheminformatic analysis of small molecule type drugs in DrugBank for their ability to form nanoparticles with indocyanine dyes.
User-friendly extensions of the DrugBank database
Prediction of Potential Inhibitors for Targets(From ChEMBL), Based on Tensorflow.
Systematic dataset of Covid-19 policy, from Oxford University
Code for training and inference for multitask graph convolutional networks
Benchmark sets for binding free energy calculations: Perpetual review paper, discussion, datasets, and standards
Challenge details, inputs, and results for the SAMPL7 series of challenges
A platform for systematic ADME evaluation of drug molecules, thereby accelerating the drug discovery process.
Benchmark set for relative free energy calculations.
An open tool implementing some recommended practices for analyzing alchemical free energy calculations
An open, extensible Python framework for GPU-accelerated alchemical free energy calculations.
A tool for setting up free energy simulations.
Code and resources for the EPSRC BioSimSpace project.
Python implementation of the multistate Bennett acceptance ratio (MBAR)
Classification of Eukaryotic and Prokaryotic sequences from metagenomic datasets
Automatically exported from code.google.com/p/cdhit