semvec/pypi-packages huggingface dataset:
coroapi-corona 2.0
coroapi is fast and up-to-date Covid-19 API

# Covid-19 Tracker API :microbe:

Provides up-to-date data about Coronavirus outbreak. Includes numbers about confirmed cases, deaths and recovered.

## Available data-sources:
Currently only 2 data-sources is available to retrieve the data:

- [Epidemic Stats](https://epidemic-stats.com/coronavirus/) - **All statistics data about coronavirus COVID-19 comes from World Health Organization and Johns Hopkins CSSE. Charts includes number of infected, deaths and recovered.**

- [Virusncov](https://virusncov.com/) - **All statistics data about coronavirus COVID-19 comes from World Health Organization**

## How it works

*The module emulates the browser actions by sending requests to the site server. The module doesn't load any type of files while sending requests to the site and that makes it faster. The module is scraping the website source code, and returning the final result.*

## Features

- Provides Fast, and Up-to-Date data about the Coronavirus outbreak
- A lot of supported countries (up to 100)

## Installation
- `pip3 install coroapi`

**When there's new release, you need to update the package**
- `pip3 install coroapi --upgrade`

## Simple Usage

```python
# All results is right to today (1/22/2021)
# list of supported countries can be printed out | print(instance.countries)

import coroapi

instance = coroapi.Corona()

global_stats = instance.global_stats(text=False)
print(global_stats)

<< ['98135997', '2101562', '70548362', 'usa']
```

> If there's any problem:

- **Email - roeil4939@gmail.com**
- **Post issue post on the [Issues tab](https://github.com/r0eilevi/coronavirus-api/issues)**
tmomentum 1.0.1
t-momentum

# t-momentum
## A Stochastic Gradient momentum based on a Student-t distribution Exponential Moving Average

 Official repository for the t-momentum algorithm.

**Journal Paper** (Accepted for publication in the IEEE Transactions on Neural Networks and Learning Systems journal):
[*Robust Stochastic Gradient Descent With Student-t Distribution Based First-Order Momentum*](https://ieeexplore.ieee.org/document/9296551)

**Arxiv Preprint** (early version. Focuses only on the integration of the t-momentum to Adam. Corresponding repository [here](https://github.com/Mahoumaru/TAdam)): [*TAdam: A Robust Stochastic Gradient Optimizer*](http://arxiv.org/abs/2003.00179)

## How to use:

1. Install
- install with pip:
```
pip install tmomentum
```
- or clone and install:
```
git clone https://github.com/Mahoumaru/t-momentum.git
cd t-momentum
pip install -e .
```

2. Import and use each optimizer just like you would use an official pytorch optimizer (adjust hyperparameters such as learning rate, k_dof, betas, weight_decay, amsgrad, etc.)
```python
from tmomentum.optimizers import TAdam
from tmomentum.optimizers import TYogi

optimizer1 = TAdam(net1.parameters())
optimizer2 = TYogi(net2.parameters())
```

## How to cite:
 If you employ the t-momentum based optimizers in your Machine Learning application, please cite us using the following:

##### Plain Text
```
W. E. L. Ilboudo, T. Kobayashi and K. Sugimoto,
"Robust Stochastic Gradient Descent With Student-t Distribution Based First-Order Momentum,"
in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2020.3041755.
```

##### Bibtex
```
@ARTICLE{9296551,
  author={W. E. L. {Ilboudo} and T. {Kobayashi} and K. {Sugimoto}},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  title={Robust Stochastic Gradient Descent With Student-t Distribution Based First-Order Momentum},
  year={2020},
  volume={},
  number={},
  pages={1-14},
  doi={10.1109/TNNLS.2020.3041755}}
```

## Note
 This repository is implemented in pytorch.
 A tensorflow implementation of the t-momentum integrated to various optimizers would be really appreciated. Don't hesitate to PR.
spendee 1.0
Wrapper for the Spendee API
Requires Python: >=3.7

# Spendee

This is a Python API wrapper for interfacing with a wonderful [Spendee app](https://www.spendee.com/).

# Warning

No guarantees are provided here. If you wanna use it, go for it, but do know that the original API is undocumented and while it works at the time of writing, it might stop at any time. I'm not associated with Spendee in any way.

# Installation

1. Be Python 3.7+ ready
2. `pip install spendee`
3. Enjoy.

## Future Improvements

- finish up all the endpoints [24/73]
- make dates from the response datetime objects
- release on pypi

## Endpoints

This is a list of all endpoints I've discovered. So far only a subset is implemented:

- [ ] v1/exchange-rate
- [ ] v1/notification-count-unread
- [ ] v1/notification-get-all
- [ ] v1/notification-set
- [ ] v1/user-check-email
- [ ] v1/user-set-subscription
- [ ] v1/wallet-accept-sharing
- [ ] v1/wallet-get
- [ ] v1/wallet-get-category
- [ ] v1/wallet-get-users
- [ ] v1/wallet-order-categories
- [ ] v1.3/currencies
- [ ] v1.3/delete-bank-login
- [ ] v1.4/confirm-deletion
- [ ] v1.4/confirm-email-change
- [ ] v1.4/merge-categories
- [ ] v1.4/recommendation-likelihood
- [ ] v1.4/request-deletion
- [ ] v1.4/request-email-change
- [ ] v1.4/user-forgot-password
- [ ] v1.4/user-get-profiles
- [ ] v1.4/user-password-change-confirmation
- [ ] v1.4/wallet-get-categories
- [ ] v1.5/change-to-two-way-transfer
- [ ] v1.5/delete-transfer-transaction
- [ ] v1.5/link-two-transactions-into-transfer
- [ ] v1.5/revert-transfer-to-regular-transaction
- [ ] v1.5/transaction-suggestions
- [ ] v1.5/transfer-funds
- [ ] v1.5/update-transfer
- [ ] v1.5/user-fb-connect
- [ ] v1.5/user-google-connect
- [ ] v1.5/viewed-dialogs
- [ ] v1.5/wallet-create-transaction
- [ ] v1.5/wallet-delete-transaction
- [ ] v1.5/wallet-update-transaction
- [ ] v1.6/get-transactions
- [ ] v1.6/iframe-wallet-data?id=
- [ ] v1.6/reorder-wallets
- [ ] v1.6/wallet-get-transaction
- [ ] v1.7/reorder-budgets
- [ ] v1.8/create-transaction-template
- [ ] v1.8/delete-transaction-template
- [ ] v2/destroyCredentials
- [X] v1.3/banks-get-all
- [X] v1.3/category-image-ids
- [X] v1.4/user-get-profile
- [X] v1.4/user-login
- [X] v1.4/user-logout
- [X] v1.4/wallet-create-category
- [X] v1.4/wallet-update-category
- [X] v1.5/user-registration
- [X] v1.5/user-update-profile
- [X] v1.6/get-all-user-categories
- [X] v1.6/user-currencies
- [X] v1.7/create-budget
- [X] v1.7/delete-budget
- [X] v1.7/edit-budget
- [X] v1.7/get-budgets
- [X] v1.8/get-transaction-templates
- [X] v1.8/wallet-get-transactions
- [X] v1/wallet-create
- [X] v1/wallet-delete
- [X] v1/wallet-delete-category
- [X] v1/wallet-get-all
- [X] v1/wallet-invite-to-share
- [X] v1/wallet-unshare-user
- [X] v1/wallet-update
- [X] v2/countries
- [X] v2/logins/refresh
- [X] v2/providers
- [X] v2/url
- [X] v2/visible

## Contributing

If you can improve anything in this repo, feel free to add a pull request or add an issue!