kwazinhlaka's repositories
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
2022-pydata-global-seaborn
Materials for the Data Visualisation with Seaborn tutorial at PyData Global 2022
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
CausalPy
A Python package for causal inference in quasi-experimental settings
Deeptuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
FastChat
The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"
flyte-conference-talks
A repo of Flyte-related conference talks
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
glosario-py
glosario allows users to create and retrieve multilingual glossaries. By default, glosario provides access to a community-curated glossary hosted by The Carpentries. This repository also documents the structure expected for the glossaries that can be managed by glosario.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
ML-Study-Guide
Minimal Machine Learning Study Plan
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
nlp_notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
openai-cookbook
Examples and guides for using the OpenAI API
Python-Feature-Engineering-Cookbook
Python Feature Engineering Cookbook, published by Packt
VMLS-Companions
These are companion notebooks written in Julia and Python for: "Introduction to Applied Linear Algebra" by Boyd and Vandenberghe.
Web-Dev-For-Beginners
24 Lessons, 12 Weeks, Get Started as a Web Developer
workflows-deep-dive
Workflows Deep Dive workshop for PyData Global 2022.