Khandaker Azizur Rahman's repositories
artificial-intelligence-and-machine-learning-with-python
python-app-practices
awesome-datascience
An awesome Data Science repository to learn and apply for real world problems.
awesome-solidfire
Awesome SolidFire: An Unofficial Collection of NetApp SolidFire Resources
byte-of-python
Beginners book on Python - start here if you don't know programming
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
django-listing
Listing, table, with toolbars, automatic search and insert forms and much more for Django
edu
Educational materials on deep learning by Weights & Biases
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
flyspray
Flyspray Bug Tracking System
Grokking-System-Design
Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
learning-notes
Notes on books I read, talks I watch, articles I study, and papers I love
llama
Inference code for LLaMA models
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Nitrate
Django based full-featured test case management system
NNFS-book-with-Implementation
Book and code where describe each and every topic of neural network from scratch.
OpenLLM
Operating LLMs in production
practical-python
Practical Python Programming (course by @dabeaz)
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
python-mastery
Advanced Python Mastery (course by @dabeaz)
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
superset
Apache Superset is a Data Visualization and Data Exploration Platform
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tutorials
PyTorch tutorials.
vision
Datasets, Transforms and Models specific to Computer Vision
www-project-web-security-testing-guide
The Web Security Testing Guide (WSTG) Project produces the premier cybersecurity testing resource for web application developers and security professionals.