Sushant Pokharel's starred repositories
azureml-tutorial
Azure Machine Learning Tutorial (CLI / Python)
ANN_NumericDigitClassification
A neural network made and analyzed, with 1 hidden layer, 2 hidden layers and 5 hidden layers and was trained and tested on MNIST dataset. The Initializaton method used was Xavier, the PCA was done using SVD and 3 proper neural networks were made.
automated-data-preprocessing
A command-line utility program for automating the trivial, frequently occurring data preparation tasks: missing value interpolation, outlier removal, and encoding categorical variables.
notes-to-cs-freshmen-from-the-future
Notes to (NUS) Computer Science Freshmen, From The Future (Original by @ejamesc)
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
dlbook_exercises
Exercises for the Deep Learning textbook at www.deeplearningbook.org
Time-Series-Forecasting-of-Amazon-Stock-Prices-using-Neural-Networks-LSTM-and-GAN-
Project analyzes Amazon Stock data using Python. Feature Extraction is performed and ARIMA and Fourier series models are made. LSTM is used with multiple features to predict stock prices and then sentimental analysis is performed using news and reddit sentiments. GANs are used to predict stock data too where Amazon data is taken from an API as Generator and CNNs are used as discriminator.
Generating-Laxmi-Prasad-Devkotas-Poem-Using-Bidirectional-LSTM
Nepali Poem Generation
Nepse-Web-Scraper
Nepal stock web scraper which will scrape today's share price
herald-chautari-bot
Just a discord bot
design-resources-for-developers
Curated list of design and UI resources from stock photos, web templates, CSS frameworks, UI libraries, tools and much more
public-apis
A collective list of free APIs
Naive_Bayes_Classification
This classifies the given statement into which categories they belong to.
Mathematical-Roadmap-for-Machine-Learning
Mathematics for Machine Learning covers the field of Statistics, Probability, Multivariable Calculus, Linear Algebra, Discrete Maths, Optimization. These are the major ones required to give any beginner a kickstart.
Cheat-Sheet-for-Python-Machine-Learning-and-Data-Science
These cheat sheets have recently been re-designed into Super High-Resolution PDF. These cheat sheets are very helpful as a quick reference for the concepts.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
emoji-cheat-sheet
A markdown version emoji cheat sheet
django-student-management-system
This is a Simple Student Management System Developed for Educational Purpose using Python (Django).
Discord-Games
Code for my various games made using a discord bot!
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
fuck-coding-interviews
How on earth can I ever think of a solution like that in an interview?!
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
html5-boilerplate
A professional front-end template for building fast, robust, and adaptable web apps or sites.
ml-companies-in-nepal
Curated list of Machine Learning Companies in Nepal
tech-companies-in-nepal
List of tech companies based or working in Nepal. 🇳🇵