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The official gpt4free repository | various collection of powerful language models | o4, o3 and deepseek r1, gpt-4.1, gemini 2.5

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

Free ChatGPT&DeepSeek API Key，免费ChatGPT&DeepSeek API。免费接入DeepSeek API和GPT4 API，支持 gpt | deepseek | claude | gemini | grok 等排名靠前的常用大模型。

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

⚡机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Keras Attention Layer (Luong and Bahdanau scores).

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase

住房月租金预测大数据赛TOP1

Official implementation for "Get an A in Math: Progressive Rectification Prompting" (AAAI 2024)

Official implementation for "Instructing Large Language Models to Identify and Ignore Irrelevant Conditions" (NAACL 2024)

Official implementation for "Large Language Models Can Self-Correct with Key Condition Verification" (EMNLP 2024)