Siddharth Krishnan's repositories
anvil_sandbox
experiments with the anvil python library for web apps
basic_amm_in_python
a basic implementation of an Automated Market Maker (AMM) in Python using the Uniswap algorithm
BasicSoliditySmartContract
a very basic solidity smart contract
equal-weighted-retail-portfolio
An equal weighted portfolio of three U.S. retail stocks implemented in Python
Linear-Regression
linear regression on a sample insurance dataset where the target variable is "expenses"
LLM-from-scratch
An experimental LLM built from scratch inspired by freecodecamp.org and Andrej Karpathy lectures
Markov-Chain
A Sample Markov Chain
Markov-Model-Classifier
Markov Model Text Classifier Example
netflix-recommendation-system
A Netflix recommendation system (suggests 5 titles to watch next based on a title you have watched) written in Python
PAN_Card_Detector
Checks if a PAN card has been tampered with using Computer Vision
probabilistic-sharpe-ratio
Probabilistic Sharpe Ratio (PSR) calculation for Apple (AAPL) in Python
python-multi-threading
A simple Python multi-threading example
pytorch_sandbox
a collection of random PyTorch scripts
sample_rust_code
basic rust code involving structs, string interpolation, data types, etc.
sharpe-ratio
Calculating Apple's Sharpe Ratio using Python
Simple-Twitter-Scraper
A simple way to scrape tweets using Twint
solidity_sandbox
a collection of simple solidity projects
sortino-ratio
Calculating Apple's Sortino Ratio using Python
Text-Classifier
A Spacy based text classifier for a Steam game reviews dataset
transformers_nlp
Tranformers for NLP sandbox
very-basic-ml-pipeline
A really simple ML pipeline using Flask, Scikit Learn and Pickle
wiki-text-summarizer
A text summarizer (using NLTK) which distils any given Wikipedia page down to a short summary of the most important information
zero-to-mastery-ml
All course materials for the Zero to Mastery Machine Learning and Data Science course.