reinforcement-learning

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Developer-Y / cs-video-courses

List of Computer Science courses with video lectures.

computer-science security machine-learning bioinformatics web-development reinforcement-learning computer-vision deep-learning algorithms robotics computational-biology databases embedded-systems systems computational-physics quantum-computing computer-architecture database-systems

Updated Nov 12, 2023

labmlai / annotated_deep_learning_paper_implementations

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🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks literate-programming attention deep-learning-tutorial optimizers

Updated Dec 10, 2023
Jupyter Notebook

ray-project / ray

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Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Updated Dec 13, 2023
Python

eugeneyan / applied-ml

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📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

search data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning production data-engineering data-discovery recsys data-quality applied-data-science applied-machine-learning

Updated Oct 18, 2023

d2l-ai / d2l-en

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Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

python data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle hyperparameter-optimization recommender-system gaussian-processes jax

Updated Dec 11, 2023
Python

Unity-Technologies / ml-agents

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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.

machine-learning reinforcement-learning deep-learning unity unity3d deep-reinforcement-learning neural-networks

Updated Dec 3, 2023
C#

tensorflow / tensor2tensor

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Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

machine-learning reinforcement-learning deep-learning machine-translation tpu

Updated Jun 2, 2023
Python

ddbourgin / numpy-ml

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Machine learning, in numpy

machine-learning reinforcement-learning word2vec lstm neural-networks gaussian-mixture-models vae topic-modeling attention resnet bayesian-inference wavenet mfcc knn gaussian-processes hidden-markov-models gradient-boosting wgan-gp good-turing-smoothing

Updated Oct 29, 2023
Python

ShangtongZhang / reinforcement-learning-an-introduction

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Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning artificial-intelligence

Updated Jul 19, 2023
Python

kmario23 / deep-learning-drizzle

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Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

machine-learning natural-language-processing deep-neural-networks reinforcement-learning computer-vision deep-learning optimization probability deep-reinforcement-learning medical-imaging speech-recognition artificial-neural-networks pattern-recognition probabilistic-graphical-models bayesian-statistics artificial-intelligence-algorithms visual-recognition geometric-deep-learning explainable-ai graph-neural-networks

Updated Dec 19, 2022
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bulletphysics / bullet3

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Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

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Updated Nov 28, 2023
C++

AI4Finance-Foundation / FinGPT

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Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

nlp finance machine-learning reinforcement-learning sentiment-analysis pytorch fintech technical-analysis robo-advisor large-language-models prompt-engineering chatgpt fingpt

Updated Dec 5, 2023
Jupyter Notebook

Hvass-Labs / TensorFlow-Tutorials

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TensorFlow Tutorials with YouTube Videos

machine-learning youtube tutorial reinforcement-learning deep-learning neural-network tensorflow python-notebook

Updated Jan 15, 2021
Jupyter Notebook

aws / amazon-sagemaker-examples

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Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

training aws data-science machine-learning reinforcement-learning deep-learning examples jupyter-notebook inference sagemaker mlops

Updated Dec 13, 2023
Jupyter Notebook

datawhalechina / leedl-tutorial

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《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

machine-learning tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning diffusion self-attention network-compression chatgpt leedl-tutorial

Updated Dec 2, 2023
Jupyter Notebook

MorvanZhou / Reinforcement-learning-with-tensorflow

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Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Updated Jul 17, 2023
Python

owainlewis / awesome-artificial-intelligence

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A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

machine-learning reinforcement-learning ai deep-learning neural-network statistical-learning artificial-intelligence unsupervised-learning intelligent-systems machine-intelligence intelligent-machines

Updated Nov 15, 2023

VowpalWabbit / vowpal_wabbit

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Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

c-plus-plus machine-learning reinforcement-learning cpp active-learning online-learning contextual-bandits learning-to-search