DixonCh

Machine-Learning

Data Visualization of House Price Prediction, Implementation of Linear Regression, Implementation of Logistic Regression, Data Normalization and Implementation of Perceptron Learning

Computational-Geometry-Lab-Collection-Python

Implementation of Point, Line Segment and Point Line Classification; Implementation of Turn Test; Implementation of Polygon and Ray Casting

AES-Encryption

This project deals about the implementation of AES Algorithm in Java. The project was done during the Seminar organized by Neproid Academy.

awesome-computer-vision

A curated list of awesome computer vision resources

Backpropagation

CG-Lab1-C-Sharp

Implementation of Point, Line Segment and checking the position of the point within the line segment

CGLab3

Computational-Geometry-Lab-Collection-C-Plus-Plus

Computational-Geometry-Lab-Collection-Java

Implementation of Point, Line Segment and Point Line Classification; Implementation of Turn Test; Implementation of Polygon and Ray Casting

CRUD-Operation

Cryptography

This project consists of the various Cipher Algorithm which was done in Cryptography subject.

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

Digit-Recognizer

Digital-Optical-Neural-Network-Code

Relevent code snippets for the digital optical neural network project in Dirk Englund's group

Disaster-Response-Pipelines

Udacity Course Project

Facial-Recognition-Tracking-Computer-Vision-Python

A comparative assessment on facial recognition tracking libraries with computer vision, specifically DLIB and OpenCV's Haar Cascade Classifiers.

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

FlutterTodo

https://dribbble.com/shots/3812962-iPhone-X-Todo-Concept Made With Flutter

Image-OutPainting

🏖 Keras Implementation of Painting outside the box

Lexical-Analyzer

Program to make a simple lexical analyzer of different operators in C

nepali-abstractive-summarization

Abstractive Summarization in the Nepali language

Neural_Network_Scratch

nlp-tutorial

A list of NLP(Natural Language Processing) tutorials

observations

RecommendationsWithIBM

Udacity Data Scientist Nanodegree project.

remove-image-background-with-remove.bg-api

scibert

A BERT model for scientific text.

SMSSpamClassifier-from-NLP-using-RandomForest-and-GradientBoosting-Classifier

Here i simply took SMSSpamClassifier data and using NLTK library along with RandomForest and GradientBoosting Classifier from sklearn.esemble, i classified if that SMS is spam or ham. Firstly, i cleaned raw data removing punctuations, stopwords and tokenizing along with stemming and lemmatizing. Then, moving forward i test vectoring with CountVectorize, N-grams and Tf-Idf vectorizer. And then, moving forward to feature enginnering i add two new features i.e. text length and percentage of punctuations on text.Then evaluate them if it was useful for detecting spam and if transformation was required. Finally it was applied to Gradient Boosting and Random forest classifier along with GridSearch and their performance was evaluated for selecting better hyperparameters using GridSearchCv.

tokenizers

💥Fast State-of-the-Art Tokenizers optimized for Research and Production

Web-Systems-and-Algorithms-Tokenization-C-Sharp