semvec/pypi-packages huggingface dataset:
pyjsondb 0.0.1
A small satabase package
Requires Python: >=3.6

## PyJsonDB


### **How to use it?**
```python
import pyjsondb as db

db.init("database")
```
*Create a table*

```python
table = db.Table("table_name")

# set the different fields
table.set_fields(["name", "age", "etc"])
```
*adding item*

```python

table.add(["pyjsondb", 13, "python"])
```

*Remove item*

```python
table.remove_by_id(1)

# filtering
delete_item = table.filter_by({"age" : 13})
table.delete(delete_item)
```
unimake 0.0.1
Command-line tool for the Unimatrix TDE

# Unimake

The `unimake` package supports the Unimake Terminal Development
Environment (TDE), part of the Unimatrix Framework.

Install `unimake`:

```
$ pip install unimake
```

## Example - bootstrap a new Python project

All projects start by bootstrapping them using the `unimake` command-line
utility.

```console
# Bootstrap a project for a Python package.
$ python3 -m unimake bootstrap package python --name foo

# Bootstap a project for a namespaced Python package.
$ python3 -m unimake bootstrap package python --name bar --namespace foo

# Bootstrap a project for a Python application.
$ python3 -m unimake bootstrap application python --name foo
```
## Example - apply configuration to project

If the project configuration is changed, it must be applied to the source tree.

```console
$ python3 -m unimake apply
```

## Developing

- Run `make env` to set up the local development environment.
- Run `make console` to start a Python interpreter.
- If new requirements are added to the project (see `git log requirements.txt`),
  run `make depsrebuild`.
- Export the environment variables to a file with `make .env`. Use this command
  when integrating with third-party IDEs such as Eclipse or VSCode. Do not check
  in this file to the version control system - it is local to your environment
  only.
- Build the technical documentation with `make documentation`.
- Additional targets may be specified in [`config.mk`](./config.mk).

## License

Proprietary

## Author information

This Python package was created by **Cochise Ruhulessin** for the
[Unimatrix One](https://cloud.unimatrixone.io) project.

- [Send me an email](mailto:cochise.ruhulessin@unimatrixone.io)
- [GitLab](https://gitlab.com/unimatrixone)
- [GitHub](https://github.com/cochiseruhulessin)
- [LinkedIn](https://www.linkedin.com/in/cochise-ruhulessin-0b48358a/)
- [Twitter](https://twitter.com/magicalcochise)
bigbird 0.1.2
Genetic Algorithms in Python
Requires Python: >=3.8

# Big Bird

Big Bird is a (hopefully useful) package designed to facilitate the quick and convenient creation of basic genetic algorithms in python.

## Examples
```python
import bigbird

# Config Parameters for Big Bird
pop_size = 2000             # Size of each generation's population
layer_counts = [8, 5, 5, 3] # No. of nodes in each layer
m_r8 = 0.3                  # Chance of weight mutation
step_ratio = 1/3.6          # Size of weight perturbation
reinit_r = 0.015            # Chance of weight reinitialization on mutation
immune = 20                 # No. of non-mutated from top of previous generation

# When to automatically stop training
max_generation = 300

# Create a population with configuration parameters
population = bigbird.SimplePopulation(pop_size, layer_counts)

for generation in range(max_generation):
    for bird in population.birds:
        # Evaluates a bird's fitness based on a given input
        bird_inp = your_input_generation_fn()
        bird_out = bird.eval(bird_inp)
        decision = output.tolist().index(max(output))
        bird.fitness = your_fitness_fn(decision)

    # Saves the best performing bird's weight matrices
    champ = sorted(population.birds, key=lambda x: x.fitness)[-1]
    champ.save(fname='./hall-of-fame/champ-' + str(generation) + '.json')

    # Iniitializes next generation
    population.store(immune)
    population.breed()
    population.mutate(m_r8, step_ratio, reinit=reinit_r)
    population.retrieve()
```

Find more examples [here](https://github.com/s2011r2593/big-bird/tree/main/examples)

## License
[MIT](https://choosealicense.com/licenses/mit/)