JYOTIRMOY MONDAL's repositories
google-interview-university
A complete daily plan for studying to become a Google software engineer.
image-matching
Image Classification and Matching Using Local Features and Homography
algo-on-graphs
Algorithms in Graph Theory written in Java, C++, and Python
Ard-Class
My Arduino Classes
arduino-LoRa
An Arduino library for sending and receiving data using LoRa radios.
computer_vision
Some computer vision tutorials for my articles
data-mining
Lecture slides and quizzes for Leskovec, Rajaraman, and Ullman's "Mining of Massive Datasets" Stanford course
data-science
my data science issues
Deep-Learning-Apps-Using-Python
Source Code for 'Deep Learning with Applications Using Python' by Navin Kumar Manaswi
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
Genetic-Algorithm-Self-Study-Notes
Notes, Reading Sources and Bibliography on Genetic Algorithms
GermanWordEmbeddings
Toolkit to obtain and preprocess german corpora, train models via gensim's word2vec and evaluate them with generated testsets
GPU_Acceleration_Using_CUDA_C_CPP
Programming accelerated applications with CUDA C/C++, enough to be able to begin work accelerating your own CPU-only applications for performance gains, and for moving into novel computational territory.
greedyFeatureSelection
greedy feature selection based on ROC AUC
IntroToDataScience
GitHub Repository to accompany my YouTube series of videos on Introductory Data Science using R.
kaggle-amazon-employee-access
Kaggle Submission for "Amazon.com - Employee Access Challenge" -- Predicting an Amazon.com Employee's Security Access Needs Using Machine Learning
kaggle-malware
Kaggle 'Microsoft Malware Classification Challenge' 3rd place solution
Predict-next-order-of-users
My solution to Kaggle competition ‘Instacart Market Basket Analysis’
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
problem-solving
Problem solving book
titanic
udacity optional project