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2021ml_homeworks

ai_paper_collector

A simple, lightweight, easy use pythonic AI Conference paper collector.

algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

automl_explore

记录各种小问题

bilibili-helper

B站，哔哩哔哩（Bilibili）自动签到每日自动投币，银瓜子兑换硬币，领取大会员福利，大会员月底给自己充电等。每天轻松获取65经验值。赶快和我一起成为Lv6吧！

cdp-towards-optimal-filter-pruning-via-class-wise-discriminative-power

db-gpt-hub

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

deepseek-coder

DeepSeek Coder: Let the Code Write Itself

detvisgui

This is a GUI for easily visualizing detection results .

diffusion

Denoising Diffusion Probabilistic Models

dragon-book-exercise-answers

Compilers Principles, Techniques, & Tools (purple dragon book) second edition exercise answers. 编译原理（紫龙书）第2版习题答案。

fit

historial_papers

iclr2020-openreviewdata

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

input

layerfusion

This repository contains the code for performing the layer fusion compression method.

leetcode_record

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

neuron-merging

Neuron Merging: Compensating for Pruned Neurons (NeurIPS 2020)

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

paper_tool

用来进行简单查重以及基于OpenAI的GPT3接口进行文章润色的小程序，使用pyqt作为GUI框架

pcl_automl_system

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

pycls

Codebase for Image Classification Research, written in PyTorch.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch_cls

A classification repo implemented with PyTorch on CIFAR-10 and ImageNet under different training conditions

quantization_on_maskcnn

XMU bachelor graduation design

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

ssf

[NeurIPS'22] This is an official implementation for "Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning".