https://github.com/jaywalnut310/deep-learning-studies
2017 spring
https://github.com/jaywalnut310/deep-learning-studies
Last synced: 10 months ago
JSON representation
2017 spring
- Host: GitHub
- URL: https://github.com/jaywalnut310/deep-learning-studies
- Owner: jaywalnut310
- Created: 2017-08-11T18:25:22.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2017-12-01T06:39:58.000Z (over 8 years ago)
- Last Synced: 2025-02-22T06:42:33.296Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 1.59 MB
- Stars: 4
- Watchers: 4
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Deep Learning Studies
* Candidate-Sampling
* https://www.tensorflow.org/versions/r0.12/api_docs/python/nn/candidate_sampling
* https://www.tensorflow.org/extras/candidate_sampling.pdf
* https://arxiv.org/abs/1410.8251
* http://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf
* Fast-Text
* https://arxiv.org/abs/1607.01759
* Variational Auto Encoder
* https://github.com/jaywalnut310/Maths-for-ML/blob/master/VAE.pdf
* https://jaan.io/what-is-variational-autoencoder-vae-tutorial
* https://github.com/blei-lab/edward/blob/master/examples/vae.py
* Normalizing Flow (Inverse Autoregressive Flow)
* https://arxiv.org/abs/1505.05770
* https://arxiv.org/abs/1606.04934
* https://arxiv.org/abs/1312.6114