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2022-machine-learning-specialization

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

chatglm3

ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型

cluedatasetsearch

搜索所有中文NLP数据集，附常用英文NLP数据集

cs-self-learning

计算机自学指南

database

deepke

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

fl-master

This is a simple available code for FL based on pytorch

hyperspectral-image-classification-models

收录及复现的高光谱遥感图像分类模型

knowprompt

[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

lihang-code

《统计学习方法》的代码实现

llm-quickstart

Quick Start for Large Language Models (Theoretical Learning and Practical Fine-tuning) 大语言模型快速入门（理论学习与微调实战）

mamba

mamba_small_bench

Trying out the Mamba architecture on small examples (cifar-10, shakespeare char level etc.)

mamba_state_space_model_paper_list

[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

ml-homework

吴恩达机器学习作业

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

opennre

An Open-Source Package for Neural Relation Extraction (NRE)

plmpapers

Must-read Papers on pre-trained language models.

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

torch-template-for-deep-learning

Pytorch Implementations of large number classical backbone CNNs, data enhancement, torch loss, attention, visualization and some common algorithms.

transformer

Transformer: PyTorch Implementation of "Attention Is All You Need"