训练与评测

bio-epitranscriptomics-m6anet-analysis

bio-epitranscriptomics-m6anet-analysis：Nanopore direct RNA m6A detection ，支持 m6Anet 深度学习。

bio-imaging-mass-cytometry-interactive-annotation

bio-imaging-mass-cytometry-interactive-annotation：Interactive cell type annotation ，用于 IMC data。 Covers napari-based ann…

bio-immunoinformatics-tcr-epitope-binding

bio-immunoinformatics-tcr-epitope-binding：预测 TCR-epitope specificity ，使用 ERGO-II 、 深度学习 models ，用于 T-cell receptor antig…

cirq

cirq：Cirq is Google Quantum AI's open-source 框架 ，用于 designing，simulating，、 running quantum circuits on quantum computers…

Get Available Resources

Get Available Resources：检测 available computational resources 、 generate strategic recommendations ，用于 scientific computi…

gtars

gtars：Gtars是一个high-performance Rust 工具包 ，用于 manipulating，analy。

Hypothesis Generation

Hypothesis Generation：Hypothesis generation是一个systematic process ，用于 developing testable explanations。 Formulate evidenc…

MarkItDown

MarkItDown是一个Python tool developed by Microsoft ，用于 converting various file formats to Markdown。 It's particularly usefu…

PennyLane

PennyLane是一个quantum computing 库 that enables training quantum computers like neural networks。 It provides automatic diff…

PufferLib

PufferLib是一个high-performance reinforcement learning 库 designed ，用于 fast parallel environment 模拟 、 training。 It achieves…

PyMOO

PyMOO：Pymoo是一个comprehensive Python 框架 ，用于 optimi。

Qiskit

Qiskit是一个world's most popular open-source quantum computing 框架 ，支持 13M+ downloads。 构建 quantum circuits，optimi。

QuTiP

QuTiP provides comprehensive tools ，用于 simulating 、 analy。

scikit-survival

scikit-survival是一个Python 库 ，用于 survival analysis built on top of scikit-learn。 It provides speciali。

Stable Baselines3

Stable Baselines3 (SB3) is PyTorch-based 库 providing reliable implementations of reinforcement learning algorithms。 This…

Torch Geometric

Torch Geometric：PyTorch Geometric是一个库 built on PyTorch ，用于 developing 、 training Graph Neural Networks (GNNs)。 Apply thi…

Transformers

Transformers：Hugging Face Transformers 库 provides access to thousands of pre-trained models ，用于 tasks across NLP，compute…