Mohsin Ashraf's starred repositories
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
basic-computer-games
An updated version of the classic "Basic Computer Games" book, with well-written examples in a variety of common MEMORY SAFE, SCRIPTING programming languages. See https://coding-horror.github.io/basic-computer-games/
my-book-library
my books organized by topics
labelImg
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
deep_learning_cookbook
Deep Learning Cookbox
feature-engineering-book
Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018
2019-in-demand-ds-tech-skills
Jupyter notebook for scraping and analysis of most in demand job technologies skills for data scientists.
Image-Classification-using-CNN
Binary Classification
annotated_research_papers
This repo contains annotated research papers that I found really good and useful
Data-Structures-Algorithms
This Repo Includes the Data Stuctures Programs and algorithms that i did in my Bachelors. These are fully functional Algos written by myself from scratch in C++ . - Requirements: Microsoft Visual Studio 2019 -Open the sln file to open the full project
Anime-Tracker-Web-App
Anime Tracker App keeps you updated with anime world. You can search for any anime and get the result in the form of CSS Cards, clicking them will redirect you to the searched anime info. It has three rows. First one host the anime list which are released or updated that day, meaning you'll know which anime has been recently released, it changes day to day, dynamically. Second row shows the anime which have the highest score depending on MAL(It is like imdb for anime). Last row maps the anime which will be released in future and they are sorted on the hype created by their fans :P. Clicking on any of the cards which show their Info !
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
thisrepositorydoesnotexist
A curated list of awesome projects which use Machine Learning to generate synthetic content.
sudoku-solver
Smart solution to solve sudoku in VR
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data