Code Availability Matrix

Experiment Name	R Tool	Sci-kit Learn	Pytorch	Without Library
Find S	✅	❌	❌	✅
Candidate Elimination	❌	❌	❌	✅
ID3	❌	✅	❌	❌
Back Propogation	❌	❌	✅	❌
Naive Bayes	❌	✅	❌	❌
KNN	❌	✅	❌	✅
SVM	❌	✅	❌	❌
HMM	❌	❌	❌	✅
Kmeans	❌	❌	❌	✅
Q Learning	❌	❌	❌	✅
Sentimental Analysis	❌	✅	❌	❌
Chat Bot	❌	❌	❌	✅

Environment Dependency

Python

asttokens
certifi
charset-normalizer
click
colorama
comm
contourpy
cycler
debugpy
decorator
executing
filelock
fonttools
fsspec
hmmlearn
huggingface-hub
id
ipykernel
ipython
jedi
joblib
jupyter_client
jupyter_core
kiwisolver
matplotlib
matplotlib-inline
nest-asyncio
nltk
numpy
packagi
pandas
parso
Pillow
platformdirs
prompt-toolkit
psutil
pure-eval
Pygments
pyparsing
python-dateutil
pytz
PyYAML
pyzmq
regex
requests
safetensors
scikit-learn
scipy
six
stack-data
textblob
threadpoolctl
tokenizers
tornado
tqdm
traitlets
transformers
typing_extensions
tzda
urllib3
wcwidth
torch
tensorflow

R tool

datasets
caTools
party
dplyr
magrittr
e1071
tm
slam