zhongliang-shi Goto Github PK

ai-competition-collections

AI比赛经验帖子 & 训练和测试技巧帖子 集锦（收集整理各种人工智能比赛经验帖）

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

awesome-llm

Awesome-LLM: a curated list of Large Language Model

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

break-the-ice-with-python

The repository is about 100+ python programming exercise problem discussed, explained, and solved in different ways

class-imbalance

Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.

clue

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cv-zhongliang-shi

CV of ZHONGLIANG SHI

data-science-roadmap

Data Science Roadmap from A to Z

eda_zh_bert

Chinese version code for the paper "EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks"

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

hub

A library for transfer learning by reusing parts of TensorFlow models.

introdatascience

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm-python

Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone

llms-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

machine-learning-course

:speech_balloon: Machine Learning Course with Python:

medical_nlp

Medical NLP Competition, dataset, large models, paper 医疗NLP领域 比赛，数据集，大模型，论文，工具包

medllmspracticalguide

A curated list of practical guide resources of Medical LLMs (Medical LLMs Tree, Tables, and Papers)

msc-dissertation--a-novel-racism-detection-model-aiming-to-minimize-bias

A multi-modal neural model using a combination of BERT-CNN-biLSTM for text classification and Dense neural networks for numerical and categorical classification.

nlp-competitions-list-review

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

nlp-llms-resources

Master list of curated resources on NLP and LLMs

nlpcda

一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda

np_ml

A tool library of classical machine learning algorithms with only numpy.