### Install symspellpy using pip

Source: https://github.com/mammothb/symspellpy/blob/master/INSTALL.rst

Install the symspellpy library and its dependencies using pip. This command ensures you get the latest official release.

```bash
python -m pip install -U symspellpy
```

--------------------------------

### Initialize SymSpell with different distance algorithms

Source: https://github.com/mammothb/symspellpy/blob/master/tests/benchmarks.ipynb

Initializes SymSpell instances with Damerau-OSA and Levenshtein distance algorithms, both in their standard and fast variants. Dictionaries are loaded for each instance.

```python
bigram_path = importlib.resources.files("symspellpy") / "frequency_bigramdictionary_en_243_342.txt"

dictionary_path = importlib.resources.files("symspellpy") /  "frequency_dictionary_en_82_765.txt"

sym_spell_damerau_osa = SymSpell(distance_comparer=EditDistance(DistanceAlgorithm.DAMERAU_OSA))
sym_spell_damerau_osa.load_bigram_dictionary(bigram_path, 0, 2)
sym_spell_damerau_osa.load_dictionary(dictionary_path, 0, 1)

sym_spell_damerau_osa_fast = SymSpell(distance_comparer=EditDistance(DistanceAlgorithm.DAMERAU_OSA_FAST))
sym_spell_damerau_osa_fast.load_bigram_dictionary(bigram_path, 0, 2)
sym_spell_damerau_osa_fast.load_dictionary(dictionary_path, 0, 1)

sym_spell_levenshtein = SymSpell(distance_comparer=EditDistance(DistanceAlgorithm.LEVENSHTEIN))
sym_spell_levenshtein.load_bigram_dictionary(bigram_path, 0, 2)
sym_spell_levenshtein.load_dictionary(dictionary_path, 0, 1)

sym_spell_levenshtein_fast = SymSpell(distance_comparer=EditDistance(DistanceAlgorithm.LEVENSHTEIN_FAST))
sym_spell_levenshtein_fast.load_bigram_dictionary(bigram_path, 0, 2)
sym_spell_levenshtein_fast.load_dictionary(dictionary_path, 0, 1)
```