README.md

Custom_Entity_Extraction_Spacy3.5

Making a custom entity extraction model using spacy 3.5

Setup environment

conda create -n ner_spacy35
conda activate ner_spacy35
conda install -c anaconda cudatoolkit
conda install -c anaconda cudnn
conda install -c anaconda pip
pip install -U pip setuptools wheel
pip install -U spacy[cuda-autodetect]
python -m spacy download en_core_web_trf
conda install jupyter
pip install cchardet
pip install chardet
conda install pytorch torchvision torchaudio pytorch-cuda=11.6 -c pytorch -c nvidia

Dataset link

https://www.kaggle.com/datasets/abhinavwalia95/entity-annotated-corpus