reetawwsum/Jupyter-Notebooks

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Created almost 8 years ago
Updated over 7 years ago

reetawwsum/Jupyter-Notebooks

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Jupyter notebooks for various online tutorials

Facial-Keypoints-Detection

Detect the location of keypoints on face images

Karger-Min-Cut

Finding minimum cut of a undirected (directed with few alteration) graph.

Machine-learning-MOOC-notes

Notes from various machine learning MOOC

Word2vec

Implementation of models to produce word embeddings

Language-Model

Implementation of Recurrent Neural Network (LSTM) language model

Machine-learning-books-notes

Notes from various machine learning books

Titanic

Titanic: Machine Learning from Disaster

ap-hotspot-launcher

Launcher for ap-hotspot (Ubuntu)

Kafka-Avro-Producer

Kafka Avro Producer

DFS

Depth First Search with topological Sort.

BFS

Breadth First Search with shortest path and distance from the initial vertex.

Hadoop-Dockerfile

Dockerfile for Hadoop

Prims-MST

Implementation of Prim's Minimum Spanning Tree Agorithm

Notes

Notes from various online courses

Data-Science-Skills

Courses on Data Science

Dynamic-Memory-Allocation

Dynamic Memory Allocation in C programming language.

Kosaraju-SCC

Finding strongly connected component of a graph.

Dynamic-Programming

Implementation of Dynamic Programming

Binary-String-Count

Count of 1s in a binary string using RNN-LSTM neural network model

Diary

Supervised-Learning

Supervised Learning on various datasets

Spark-Dockerfile

Dockerfile for Spark

Dijkstra-Shortest-Path

Finding the shortest path in a directed graph.

Unsupervised-Learning

Unsupervised Learning on various datasets

Character-Model

Implementation of Recurrent Neural Network (LSTM) character model

Digit-Recognizer

Classify handwritten digits using the famous MNIST data

Recommendation-System

User-based (Collaborative) and item-based (Content-based) recommendation system

ith-order-statistics

Algorithm to find the ith Smallest Number

Machine-Learning-Dockerfile

Dockerfile for Machine Learning

Jupyter Notebook

Machine-Translation

Sequence-to-Sequence machine translation model