https://github.com/jianzhnie/jianzhnie
https://github.com/jianzhnie/jianzhnie
Last synced: 7 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/jianzhnie/jianzhnie
- Owner: jianzhnie
- Created: 2021-12-24T10:53:15.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2024-11-15T08:41:00.000Z (12 months ago)
- Last Synced: 2025-02-14T11:53:03.882Z (9 months ago)
- Size: 33.2 KB
- Stars: 1
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
## Hi there, I'm Robin 👋
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---
## Hi there 👋
Hey, I am jianzhnie, Thanks for stopping by!
I work as a full-time Machine Learning engineer and write tutorials on basic and advanced topics (NLP, Reinforcement Learning , Computer vision and code - lots of it).
I read and think a lot. And sometimes I put them in a form of a painting or a piece of music. And when I need to catch a breath I go for a run.
## I’m currently working on 🔭
### Reinforcement Learning
| Code Repo | About |
| ------------------------------------------------------------ | ------------------------------------------------------------ |
| [Deep-RL-Toolkit](https://github.com/jianzhnie/deep-rl-toolkit) | Deep reinforcemnt Learning Toolkit For Single Agent (DQN, Reinbow, DDPG, PPO, SAC, TD3…) |
| [Deep-MARL-Toolkit](https://github.com/jianzhnie/deep-marl-toolkit) | Deep reinforcemnt Learning Toolkit For Multi Agent (VDN, Qmix, MADDPG, MAPPO, …) |
| [RLZero](https://github.com/jianzhnie/RLZero) | Monte Carlo Tree Search in General Sequential Decision Scenarios( AlphaZero， Muzero…) |
| [ScaleRL](https://github.com/jianzhnie/ScaleRL) | Handy and simple scaling of distributed reinforcement learning framework ( A3C, Ape-x, Impala, …) |
| [CyberAttackSimulator](https://github.com/jianzhnie/CyberAttackSimulator) | A Reinforcement Learning (RL) simulation environment built for training and evaluating autonomous cyber attack & defense models on simulated networks. |
### Large language Models
| Code Repo | About |
| ------------------------------------------------------------ | ------------------------------------------------------------ |
| [LLMToolkit ](https://github.com/jianzhnie/nlp-toolkit) | NLPToolkit is a toolkit for NLP(Natural Language Processing) and LLM(Large Language Models) using Pytorch. |
| [LLamaTuner](https://github.com/jianzhnie/LLamaTuner) | Easy and Efficient Finetuning LLMs. |
| [open-chatgpt](https://github.com/jianzhnie/open-chatgpt) | Developing the open source ChatGPT, Alpaca, Vicuna and RLHF Pipeline. |
| [awesome-instruction-datasets](https://github.com/jianzhnie/awesome-instruction-datasets) | A collection of awesome-prompt-datasets, awesome-instruction-dataset, to train ChatLLM such as chatgpt. |
### Others
- Developing Diffuser-toolkit: All kinds of diffusion models for image and audio generation in PyTorch [diffusion-toolkit](https://github.com/jianzhnie/diffusion-toolkit)
- Developing AutoML tools for DeepLearning Project and MacheLearning Project [AutoTimm](https://github.com/jianzhnie/AutoTimm) | [AutoTabular](https://github.com/jianzhnie/AutoTabular)
- Trying hard to reduce the Learning Machine Learning(LML) loss 😂
- Coding everyday for better research engineering skill
### I’m currently learning 🌱
- LLM System and Artificial General Intelligence
- Large Scale Distribute Reinforcemnet Learning System
### How to reach me 📫
- 📫 Email: [jianzhnie@gmail.com](jianzhnie@gmail.com)
- 📫 Homepage: https://jianzhnie.github.io
- 📫 Blog: https://jianzhnie.github.io/llmtech/
- 📖 ZhiHu: https://www.zhihu.com/column/fengnie
- 🤗 Huggingface Org: https://huggingface.co/GaussianTech
- 📫 Linkdin: https://www.linkedin.com/in/jianzheng-nie-2749b7156/
- 💬 Ask me about: Statistics and Machine Learning.
- ❤️ [Sponsor me on GitHub](https://github.com/sponsors/jianzhnie)
Have an awesome day!