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Dr. Cat Lu's Projects

agentgym icon agentgym

Code and implementations for the paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhiheng Xi et al.

agentk icon agentk

An autoagentic AGI that is self-evolving and modular.

alpaca-cot icon alpaca-cot

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台,我们欢迎开源爱好者发起任何有意义的pr!

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

ast icon ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

auto-pytorch icon auto-pytorch

Automatic architecture search and hyperparameter optimization for PyTorch

autots icon autots

Automated Time Series Forecasting

awesome-tabular-llms icon awesome-tabular-llms

We collect papers about "large language models (LLM) for table-related tasks", e.g., using LLM for Table QA task. “表格+LLM”相关论文整理

conformer icon conformer

PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

cwlab icon cwlab

Some work about Ham CW, Morse code,

data-copilot icon data-copilot

Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

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