deep-learning-drizzle
deep-rl-class
| deep-learning-drizzle | deep-rl-class | |
|---|---|---|
| 1 | 13 | |
| 11,764 | 3,609 | |
| - | 1.5% | |
| 0.0 | 8.9 | |
| 3 months ago | 6 days ago | |
| HTML | MDX | |
| - | Apache License 2.0 |
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deep-learning-drizzle
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Consolidated Video lectures for Machine Learning(including DL, CV, NLP, etc)
Also this as well for whoever needs it
deep-rl-class
- RL for Navigation projects/tutorials
- Hugging Face Deep Reinforcement Learning Class
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Deep Reinforcement Learning Course by Hugging Face 🤗
Is this an extension to this course?
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[P] Learn diffusion models with Hugging Face course 🧨
Absolutely! We currently have a few other courses on transformers + NLP (hf.co/course) and deep RL (https://github.com/huggingface/deep-rl-class). Given the pace of ML research, we'll likely add new courses as new methods become adopted :)
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Is Xgboost the best model out there for time series prediction?
If you are to take this path though, I would recommend HuggingFace RL course, the very first lesson shows how to work with open source RL libraries in Google Colab. Then find some good market simulator on github. Ideally something that allows you to inject some custom data preprocessing.
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Beginning the journey in RL
The huggingface RL course https://github.com/huggingface/deep-rl-class (Go through the chapter and blogs one by one)
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How much math is required for pure-hobby machine learning? (Teaching AIs to play games for me, searching the web, or just messing around)
If you are starting your journey in ML, you should checkout what FastAI (https://www.fast.ai) offers. HuggingFace seems to be promising aswell. They launched a reinforcement learning course recently (https://github.com/huggingface/deep-rl-class) and are building a github for trained DL models
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Show HN: Fast Deep Reinforcement Learning Course
May also be of interest: https://github.com/huggingface/deep-rl-class
- Deep Reinforcement Learning Course from Hugging Face
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Train your first Deep Reinforcement Learning agent to land correctly on the moon 🌕 (Deep Reinforcement Learning Free Class by Hugging Face 🤗)
2️⃣ The hands-on 👉 https://github.com/huggingface/deep-rl-class/blob/main/unit1/unit1.ipynb
What are some alternatives?
cs229-solution - CS229 Solution (summer 2019, 2020).
RL-Algorithms - Basic Reinforcement Learning algorithms implemented in python
OPUS-MT-train - Training open neural machine translation models
gdrl - Grokking Deep Reinforcement Learning
ultimate-volleyball-starter - Tutorial kit for building a 3D deep reinforcement learning environment with Unity ML-Agents.
Reinforcement-Learning - Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
awesome-full-stack-machine-learning-courses - Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.
ml-agents - The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
bidd-molmap - MolMapNet: An Efficient ConvNet with Knowledge-based Molecular Represenations for Molecular Deep Learning
trax - Trax — Deep Learning with Clear Code and Speed
Contour-Based-Writing - This is a simple concept to do writing like operation using the contours. Please follow the article https://q-viper.github.io/2020/08/28/gesture-based-visually-writing-system-web-app/ for further details.
Practical_RL - A course in reinforcement learning in the wild