amitkumarj441

📕Reading List, Tools and Environments

Blockchains and Cryptography

Reading for blockchains and cryptography

Papers

• Bitcoin Whitepaper -> Is the link that works atm
• Ethereum Whitepaper

amitkumarj441

Pinterest Image Dataset

We crawled the Pinterest dataset and is collected from Pinterest.com for content-based image recommendation task. The dataset consist of image samples of two food categories, namely, Spaghetti Bolognese and Zoodles.

However, due to the data sharing policy of Pinterest, we share only tiny samples of the actual collected dataset and its label.

The link below is a sample of images from Zoodle category with corresponding labels/Pins.

1. Zoodle category labels (from Image Recommendation): https://bit.ly/2Ivfoo6
2. Zoodle Image Category labelled data: https://bit.ly/3lM8PM5

amitkumarj441

https://www.etsi.org/deliver/etsi_gr/QKD/001_099/003/02.01.01_60/gr_QKD003v020101p.pdf

amitkumarj441

https://github.com/btgraham/SparseConvNet/tree/kaggle_Diabetic_Retinopathy_competition

amitkumarj441

For LGBM on F1 set
``````````````
working fold 0
fold 0
Training until validation scores don't improve for 200 rounds.
[1000]	training's l1: 2.13847	valid_1's l1: 2.31434
[2000]	training's l1: 1.81812	valid_1's l1: 1.90579
[3000]	training's l1: 1.60539	valid_1's l1: 1.73527
[4000]	training's l1: 1.43323	valid_1's l1: 1.64906
[5000]	training's l1: 1.28761	valid_1's l1: 1.58606

amitkumarj441

`````````````````````````````````````````````````````````
ith@ith-ThinkPad-W520:~$ pip install h2o
Collecting h2o
  Downloading https://files.pythonhosted.org/packages/6e/e4/1b34202b4887f8187f72acaa178eb4ff87982a9583008c78e1929d8a5e23/h2o-3.22.0.2.tar.gz (120.6MB)
    100% |████████████████████████████████| 120.6MB 344kB/s 
Requirement already satisfied: requests in ./anaconda3/lib/python3.6/site-packages (from h2o) (2.11.1)
Collecting tabulate (from h2o)
  Downloading https://files.pythonhosted.org/packages/12/c2/11d6845db5edf1295bc08b2f488cf5937806586afe42936c3f34c097ebdc/tabulate-0.8.2.tar.gz (45kB)
    100% |████████████████████████████████| 51kB 5.3MB/s 
Requirement already satisfied: future in ./anaconda3/lib/python3.6/site-packages (from h2o) (0.16.0)

amitkumarj441

```
ith@ith-ThinkPad-W520:~/Practice/BCP2P$ truffle compile
Compiling ./contracts/Admin.sol...
Compiling ./contracts/FlightInsurance.sol...
Compiling ./contracts/FlightInterface.sol...
Compiling ./contracts/InsuranceInterface.sol...
Compiling ./contracts/Migrations.sol...
Compiling ./contracts/OraclizeTest.sol...
Compiling installed_contracts/SafeMath.sol...
Compiling installed_contracts/StringUtils.sol...

amitkumarj441

People

:bowtie:	😄 :smile:	😆 :laughing:
😊 :blush:	😃 :smiley:	☺️ :relaxed:
😏 :smirk:	😍 :heart_eyes:	😘 :kissing_heart:
😚 :kissing_closed_eyes:	😳 :flushed:	😌 :relieved:
😆 :satisfied:	😁 :grin:	😉 :wink:
😜 :stuck_out_tongue_winking_eye:	😝 :stuck_out_tongue_closed_eyes:	😀 :grinning:
😗 :kissing:	😙 :kissing_smiling_eyes:	😛 :stuck_out_tongue:

amitkumarj441

CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition

The CoNLL-2003 (Sang et al. 2003) shared task deals with language-independent named entity recognition as well (English and German).

Dataset

The CoNLL-2003 shared task data files contain four columns separated by a single space. Each word has been put on a separate line and there is an empty line after each sentence. The first item on each line is a word, the second a part-of-speech (POS) tag, the third a syntactic chunk tag and the fourth the named entity tag. The chunk tags and the named entity tags have the format I-TYPE which means that the word is inside a phrase of type TYPE. Only if two phrases of the same type immediately follow each other, the first word of the second phrase will have tag B-TYPE to show that it starts a new phrase. A word with tag O is not part of a phrase.

The English data is a collection of news wire articles from the Reuters Corpus. The annotation has been done

amitkumarj441

ith@ith-ThinkPad-W520:~$ ssh -i /home/ith/Downloads/cloud_mining.pem ubuntu@35.174.105.75 
The authenticity of host '35.174.105.75 (35.174.105.75)' can't be established.
ECDSA key fingerprint is SHA256:Q4iQXcdjrdt3YKd9A8zhBz3cpEkw9rAgjSJcnkZ2dRs.
Are you sure you want to continue connecting (yes/no)? yes
Warning: Permanently added '35.174.105.75' (ECDSA) to the list of known hosts.
Welcome to Ubuntu 16.04.4 LTS (GNU/Linux 4.4.0-1052-aws x86_64)

 * Documentation:  https://help.ubuntu.com
 * Management:     https://landscape.canonical.com
 * Support:        https://ubuntu.com/advantage