Sohom chakraborty's repositories
Algorithm-Implementations
Share, discuss and learn about algorithm implementations!
Algorithms
A collection of algorithms and data structures
approachingalmost
Approaching (Almost) Any Machine Learning Problem
awesome-cpp
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
CSE-Semester-5-IITKGP
Algorithms - II (CS31005), Compilers (CS31003), Computer Organisation and Architecture - COA (CS31007), Introduction to digital speech processing (ET60007) & Machine Learning (CS60050). Content :- Notes, Tutorials, Assignments and Lecture Slides.
datastructures
A Literate Program about Data Structures and Object-Oriented Programming
Demystified-Object-Oriented-Programming-with-CPP
Demystified Object-Oriented Programming with C++, published by Packt
Design-Patterns-GoF
Working code for the Design Patterns book from the Gang of Four.
f-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
fastbook
The fastai book, published as Jupyter Notebooks
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Leetcode
Solutions to LeetCode problems; updated daily. Subscribe to my YouTube channel for more.
leetcode-1
Leetcode Questions - Sorted by likes, likes-dislikes ratio and much more
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
MLfromscratch
Machine Learning algorithm implementations from scratch.
NLP_notebooks
IIT KGP Speech and Natural Language Processing
OOP
Object Oriented Programming With C++
practical-sql
Code and Data for the book "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
system-design-questions
Problem statements on System Design and Software Architecture as part of Arpit's System Design Masterclass
the-elements-of-statistical-learning
My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
The-Elements-of-Statistical-Learning-Python-Notebooks
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
www.mlcompendium.com
The Machine Learning & Deep Learning Compendium is an open-source knowledge-sharing project compiled using Gitbook.