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Merge pull request MLSysOps#119 from MLSysOps/hz/addsource
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huangyz0918 authored Jul 26, 2024
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Expand Up @@ -27,15 +27,21 @@ MLE-Agent is designed as a pairing LLM agent for machine learning engineers and

https://github.com/user-attachments/assets/dac7be90-c662-4d0d-8d3a-2bc4df9cffb9

## Milestones


- :rocket: 25 July 2024: Release the `0.3.0` with huge refactoring, many integrations, etc (v0.3.0)
- :rocket: 11 July 2024: Release the `0.2.0` with multiple agents interaction (v0.2.0)
- :rocket: June 1st, 2024: Release the first rule-based version of MLE agent (v0.1.0)

## Get started

### Installation

```bash
pip install mle-agent -U
# or from source
git clone git@github.com:MLSysOps/MLE-agent.git
pip install -e .
```

### Usage
Expand All @@ -57,28 +63,6 @@ You can also start an interactive chat in the terminal under the project directo
mle chat
```

### Examples

Here are some example user requirements you can try:

```
I want to train an image classification model using CIFAR-10 dataset
```
```
I want to implement a SOTA continue learning algorithm for my sentiment analysis task
```
```
I want to build a text feature extraction model on my dataset located in /home/desktop/data/text.csv
```

And more...


## Milestones

- :rocket: 11 July 2024: Release the `0.2.0` with multiple agents interaction (v0.2.0)
- :rocket: June 1st, 2024: Release the first rule-based version of MLE agent (v0.1.0)

## Roadmap

The following is a list of the tasks we plan to do, welcome to propose something new!
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