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REKCARC-TSC-UHT

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

Language:HTMLCC-BY-SA-4.032910 888 31

fastai

The fastai deep learning library

Language:Jupyter NotebookApache-2.025973 609 1793

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Language:C++Apache-2.025912 912 5235

DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

Language:C++MPL-2.024873 667 2109

GNNPapers

Must-read papers on graph neural networks (GNN)

kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

Language:ShellNOASSERTION13998 698 1640

Share-SSR-V2ray

机场推荐/SSR V2ray节点订阅机场/镜像直连/工具推荐

Apache-2.09572 350 54

awesome-cheatsheet

:beers: awesome cheatsheet

Language:PythonMIT7116 242 15

thuthesis

LaTeX Thesis Template for Tsinghua University

Language:TeXLPPL-1.3c4492 88 667

spotlight

Deep recommender models using PyTorch.

Language:PythonMIT2962 106 110

essentia

C++ library for audio and music analysis, description and synthesis, including Python bindings

Language:C++AGPL-3.02776 109 1045

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

Language:PythonMIT2232 111 18

fma

FMA: A Dataset For Music Analysis

Language:Jupyter NotebookMIT2181 57 61

Chain-of-ThoughtsPapers

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

sam

SAM: Sharpness-Aware Minimization (PyTorch)

Language:PythonMIT1719 12 81

backdoor-learning-resources

A list of backdoor learning resources

ProjectQ

ProjectQ: An open source software framework for quantum computing

Language:PythonApache-2.0873 71 144

ICL_PaperList

Paper List for In-context Learning 🌷

pva-faster-rcnn

Demo code for PVANet

Language:PythonNOASSERTION651 55 106

Papers-of-Robust-ML

Related papers for robust machine learning

IGCV3

Code and Pretrained model for IGCV3

Language:Python189 16 9

summer-review

:earth_asia: Review notes for Postgraduate Interview of Tsinghua EE. (Sept. 2017)

MIT174 20

CurecoinSource

Curecoin 2.0+ Source Code

Language:C++MIT145 29 34

GSAM

PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)

Language:PythonMIT135 4 7

neuralnetmusic

Felix's project for composing music using neural nets.

Language:Python126 9 5

mips32-cpu

奋战一学期，造台计算机（编译出的bit文件在release中，可以直接食用）

Language:Verilog126 4 1

Awesome-model-inversion-attack

A curated list of resources for model inversion attack (MIA).

TrivialMIPS

MIPS32 CPU implemented in SystemVerilog, with superscalar and FPU support

Language:SystemVerilog102 100

AutoML-Tutorial

Tutorials about AutoML

WASAM

Weight-Averaged Sharpness-Aware Minimization (NeurIPS 2022)

Language:Python25 10