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FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

LLaMA-Factory

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

ChatRWKV

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Chinese-Vicuna

Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案，结构参考alpaca

LLMDataHub

A quick guide (especially) for trending instruction finetuning datasets

PPOxFamily

PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）

TSFpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

Auto-Lianliankan

基于python图像识别实现的连连看外挂，可实现QQ连连看秒破

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

textgen

TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型，实现了包括LLaMA，ChatGLM，BLOOM，GPT2，Seq2Seq，BART，T5，UDA等模型的训练和预测，开箱即用。

lawyer-llama

中文法律LLaMA (LLaMA for Chinese legel domain)

BertWithPretrained

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

fraud-detection-handbook

Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook

toad

ESC Team's credit scorecard tools.

huanhuan-chat

Chat-甄嬛是利用《甄嬛传》剧本中所有关于甄嬛的台词和语句，基于ChatGLM2进行LoRA微调得到的模仿甄嬛语气的聊天语言模型。

LargeLanguageModel-and-GPT-4-ResourceMap

TFT-OCR-BOT

A bot that plays Teamfight Tactics using OCR. Keeps track of bench, board, items, and plays the user defined team comp.

Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review

Paper List of Pre-trained Foundation Recommender Models

chatglm2_finetuning

chatglm2 6b finetuning and alpaca finetuning

Behavior-Sequence-Transformer-Pytorch

This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf

FastLoRAChat

Instruct-tune LLaMA on consumer hardware with shareGPT data

LanguageInterfacedFineTuning

Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.

Time_Series_Classification

The pytorch implementation of time series classification model, including LSTM_FCN, MLSTM_FCN, GRU_FCN, mWDN, Rocket, TCN, XCM, gMLP, TabTransformer, GatedTabTransformer

microGPT

Implementation of GPT from scratch. Design to be lightweight and easy to modify.

TDformer

for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you very much xiyuanzh for most of the implementation of the code!

bokbokbok

Custom Loss Functions and Evaluation Metrics for XGBoost and LightGBM