{"repo":"MaximeVandegar/Papers-in-100-Lines-of-Code","free":true,"listed":false,"github":"https://github.com/MaximeVandegar/Papers-in-100-Lines-of-Code","clone":"git clone https://github.com/MaximeVandegar/Papers-in-100-Lines-of-Code.git","description":"Implementation of papers in 100 lines of code.","language":"Python","stars":2858,"topics":["python","research","deep-learning","machine-learning","implementation-of-research-paper","educational","pytorch","papers","generative-model","inverse-rendering"],"license":"MIT","category":"machine-learning","readme_excerpt":"Papers in 100 Lines of Code Implementation of papers in 100 lines of code. Implemented papers [Maxout Networks] - Maxout Networks [[arXiv]](https://arxiv.org/abs/1302.4389) - Ian J. Goodfellow, David Warde-Farley, Mehdi Mirza, Aaron Courville, Yoshua Bengio - 2013-02-18 [Network In Network] - Network In Network [[arXiv]](https://arxiv.org/abs/1312.4400) - Min Lin, Qiang Chen, Shuicheng Yan - 2013-12-13 [Playing Atari with Deep Reinforcement Learning] - Playing Atari with Deep Reinforcement Learning [[arXiv]](https://arxiv.org/abs/1312.5602) - Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller - 2013-12-19 [Auto-Encoding Variational Bayes] - Auto-Encoding Variational Bayes [[arXiv]](https://arxiv.org/abs/1312.6114) - Diederik P Kingma, Max Welling - 2013-12-20 [Generative Adversarial Networks] - Generative Adversarial Networks [[arXiv]](https://arxiv.org/abs/1406.2661) - Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio - 2014-06-10 [Conditional Generative Adversarial Nets] - Conditional Generative Adversarial Nets [[arXiv]](https://arxiv.org/abs/1411.1784) - Mehdi Mirza, Simon Osindero - 2014-11-06 [Adam: A Method for Stochastic Optimization] - Adam: A Method for Stochastic Optimization [[arXiv]](https://arxiv.org/abs/1412.6980) - Diederik P. Kingma, Jimmy Ba - 2014-12-22 [NICE: Non-linear Independent Components Estimation] - NICE: Non-l","default_branch":null,"files":null,"tree":[],"storefront":"/r/MaximeVandegar","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/MaximeVandegar/Papers-in-100-Lines-of-Code/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}