# awesome-daily-blog

**Repository Path**: coracoding/awesome-daily-blog

## Basic Information

- **Project Name**: awesome-daily-blog
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-03-24
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# awesome-daily-blog

### Date: 8/8/2019

1.  https://www.simform.com/serverless-architecture-guide/
2.  https://github.com/openfaas/faas
3.  https://github.com/nuclio/nuclio
4.  https://towardsdatascience.com/boosting-algorithms-explained-d38f56ef3f30
5.  https://medium.com/machine-learning-world/linear-algebra-svd-and-pca-5979f739e95a

### Date:9/8/2019

1.  https://medium.com/dissecting-bert/dissecting-bert-part-1-d3c3d495cdb3
2.  https://towardsdatascience.com/deconstructing-bert-distilling-6-patterns-from-100-million-parameters-b49113672f77
3.  https://github.com/jessevig/bertviz
4.  https://medium.com/swlh/a-simple-guide-on-using-bert-for-text-classification-bbf041ac8d04
5.  https://towardsdatascience.com/bert-in-keras-with-tensorflow-hub-76bcbc9417b
6.  https://towardsdatascience.com/nlp-extract-contextualized-word-embeddings-from-bert-keras-tf-67ef29f60a7b
7.  https://medium.com/dissecting-bert/dissecting-bert-part2-335ff2ed9c73
8.  https://medium.com/@_init_/why-bert-has-3-embedding-layers-and-their-implementation-details-9c261108e28a
9.  https://towardsdatascience.com/bert-to-the-rescue-17671379687f

### Date:11/9/2019

1.  http://jalammar.github.io/illustrated-word2vec/
2.  http://ruder.io/word-embeddings-1/index.html
3.  http://ruder.io/word-embeddings-softmax/
4.  https://github.com/RaRe-Technologies/gensim/blob/develop/gensim/models/word2vec.py
5.  https://rutumulkar.com/blog/2015/word2vec/
6.  http://blog.aylien.com/a-review-of-the-recent-history-of-natural-language-processing/

### Date: 12/8/2019

1.  https://medium.com/@_init_/how-self-attention-with-relative-position-representations-works-28173b8c245a
2.  https://medium.com/@_init_/why-bert-has-3-embedding-layers-and-their-implementation-details-9c261108e28a
3.  https://medium.com/@_init_/how-self-attention-with-relative-position-representations-works-28173b8c245a

### Date: 13/8/2019

1.  http://ruder.io/nlp-imagenet/
2.  https://medium.com/@ranko.mosic/googles-bert-nlp-5b2bb1236d78
3.  https://github.com/kwonmha/bert-vocab-builder

### Date: 14/8/2019

1.  https://medium.com/@thimblot/deploying-a-flask-application-on-aws-with-gitlab-ci-cd-part-1-87392be2129e


### Date: 16/8/2019

1.  https://medium.com/@jonathan_hui/gan-some-cool-applications-of-gans-4c9ecca35900
2.  https://machinelearningmastery.com/impressive-applications-of-generative-adversarial-networks/
3.  https://arxiv.org/pdf/1801.07736.pdf
4.  https://arxiv.org/pdf/1905.01976.pdf
5.  https://becominghuman.ai/generative-adversarial-networks-for-text-generation-part-1-2b886c8cab10


### Date:18/8/2019

1.  https://towardsdatascience.com/tensorflow-control-flow-tf-cond-903e020e722a
2.  https://towardsdatascience.com/learning-attention-mechanism-from-scratch-f08706aaf6b6
3.  https://github.com/Garima13a/Attention-Mechanism-Basics/blob/master/Attention_Basics_Solution.ipynb


### Date: 19/8/2019

1.  https://arxiv.org/pdf/1904.00962.pdf
2.  https://github.com/titu1994/keras-LAMB-Optimizer
3.  https://arxiv.org/pdf/1902.09314.pdf

### Date: 20/8/2019

1.  http://www.cs.cmu.edu/~./hovy/papers/16HLT-hierarchical-attention-networks.pdf
2.  https://github.com/minqi/hnatt
3.  https://medium.com/intuitive-deep-learning/autoencoders-neural-networks-for-unsupervised-learning-83af5f092f0b
4.  https://towardsdatascience.com/understanding-adam-how-loss-functions-are-minimized-3a75d36ebdfc
5.  https://towardsdatascience.com/understanding-partial-auto-correlation-fa39271146ac

### Date:5/9/2019 : Custom Keras Layer 

1.  https://keras.io/layers/writing-your-own-keras-layers/
2.  https://www.saama.com/blog/deep-learning-diaries-building-custom-layers-in-keras/

### Date:6/9/2019 : Text Similarity

1.  https://medium.com/@adriensieg/text-similarities-da019229c894
2.  https://github.com/adsieg/text_similarity